Setup Environment

Load the necessary libraries.

## Loading required package: stringr
## Loading required package: plyr
## Loading required package: tree
## Loading required package: rpart
## Loading required package: rattle
## Loading required package: tibble
## Loading required package: bitops
## Rattle: A free graphical interface for data science with R.
## Version 5.5.1 Copyright (c) 2006-2021 Togaware Pty Ltd.
## Type 'rattle()' to shake, rattle, and roll your data.
## Loading required package: rpart.plot
## Loading required package: RColorBrewer
## Loading required package: party
## Loading required package: grid
## Loading required package: mvtnorm
## Loading required package: modeltools
## Loading required package: stats4
## 
## Attaching package: 'modeltools'
## The following object is masked from 'package:plyr':
## 
##     empty
## Loading required package: strucchange
## Loading required package: zoo
## 
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
## 
##     as.Date, as.Date.numeric
## Loading required package: sandwich
## 
## Attaching package: 'strucchange'
## The following object is masked from 'package:stringr':
## 
##     boundary
## Loading required package: partykit
## Loading required package: libcoin
## 
## Attaching package: 'partykit'
## The following objects are masked from 'package:party':
## 
##     cforest, ctree, ctree_control, edge_simple, mob, mob_control,
##     node_barplot, node_bivplot, node_boxplot, node_inner, node_surv,
##     node_terminal, varimp
## Loading required package: car
## Loading required package: carData
## 
## Attaching package: 'car'
## The following object is masked from 'package:modeltools':
## 
##     Predict
## Loading required package: psych
## 
## Attaching package: 'psych'
## The following object is masked from 'package:car':
## 
##     logit
## Loading required package: fclust
## Loading required package: lattice
## Loading required package: gmodels
## Loading required package: ggplot2
## 
## Attaching package: 'ggplot2'
## The following objects are masked from 'package:psych':
## 
##     %+%, alpha
## Loading required package: reshape2
## Loading required package: NLP
## 
## Attaching package: 'NLP'
## The following object is masked from 'package:ggplot2':
## 
##     annotate
## Loading required package: topicmodels
## Loading required package: tm
## Loading required package: slam

Data Input

Read in the movie datasets.

Data Preprocessing

Convert data formats and clean the data.

Decision Tree to Predict Release Season

Estimate a tree to predict the release season.

## Call:
## rpart(formula = release_season ~ genre + rating + production_budget, 
##     data = movies, control = rpart.control(cp = 0.01))
##   n= 1281 
## 
##           CP nsplit rel error    xerror       xstd
## 1 0.08879023      0 1.0000000 1.0000000 0.01814491
## 2 0.01942286      1 0.9112098 0.9145394 0.01902928
## 3 0.01109878      3 0.8723640 0.8901221 0.01922010
## 4 0.01000000      4 0.8612653 0.8890122 0.01922815
## 
## Variable importance
## production_budget             genre            rating 
##                70                25                 5 
## 
## Node number 1: 1281 observations,    complexity param=0.08879023
##   predicted class=4Fall     expected loss=0.7033568  P(node) =1
##     class counts:   204   229   268   380   200
##    probabilities: 0.159 0.179 0.209 0.297 0.156 
##   left son=2 (1108 obs) right son=3 (173 obs)
##   Primary splits:
##       production_budget < 102250000 to the left,  improve=36.577100, (0 missing)
##       genre             splits as  RLLLLRRRLLLRL, improve=14.126030, (0 missing)
##       rating            splits as  LLLLR, improve= 4.067709, (0 missing)
## 
## Node number 2: 1108 observations,    complexity param=0.01942286
##   predicted class=4Fall     expected loss=0.66787  P(node) =0.8649493
##     class counts:   199   207   176   368   158
##    probabilities: 0.180 0.187 0.159 0.332 0.143 
##   left son=4 (489 obs) right son=5 (619 obs)
##   Primary splits:
##       genre             splits as  RRLRLRRRLLLRR, improve=8.316439, (0 missing)
##       production_budget < 30500000  to the left,  improve=6.802372, (0 missing)
##       rating            splits as  RLLLL, improve=3.869088, (0 missing)
##   Surrogate splits:
##       rating            splits as  RLLRR, agree=0.668, adj=0.247, (0 split)
##       production_budget < 71250000  to the right, agree=0.583, adj=0.055, (0 split)
## 
## Node number 3: 173 observations,    complexity param=0.01109878
##   predicted class=3Summer   expected loss=0.4682081  P(node) =0.1350507
##     class counts:     5    22    92    12    42
##    probabilities: 0.029 0.127 0.532 0.069 0.243 
##   left son=6 (149 obs) right son=7 (24 obs)
##   Primary splits:
##       genre             splits as  -LLLR-RR--RLL, improve=7.562100, (0 missing)
##       production_budget < 149500000 to the right, improve=4.147803, (0 missing)
##       rating            splits as  -LRLL, improve=2.455916, (0 missing)
##   Surrogate splits:
##       production_budget < 1.04e+08  to the right, agree=0.873, adj=0.083, (0 split)
## 
## Node number 4: 489 observations,    complexity param=0.01942286
##   predicted class=4Fall     expected loss=0.7300613  P(node) =0.381733
##     class counts:    91    82   113   132    71
##    probabilities: 0.186 0.168 0.231 0.270 0.145 
##   left son=8 (258 obs) right son=9 (231 obs)
##   Primary splits:
##       production_budget < 27250000  to the right, improve=9.154842, (0 missing)
##       genre             splits as  --R-R---RLL--, improve=1.574298, (0 missing)
##       rating            splits as  RLRLR, improve=1.087335, (0 missing)
##   Surrogate splits:
##       rating splits as  RRLLR, agree=0.585, adj=0.121, (0 split)
##       genre  splits as  --L-R---RRR--, agree=0.579, adj=0.108, (0 split)
## 
## Node number 5: 619 observations
##   predicted class=4Fall     expected loss=0.6187399  P(node) =0.4832162
##     class counts:   108   125    63   236    87
##    probabilities: 0.174 0.202 0.102 0.381 0.141 
## 
## Node number 6: 149 observations
##   predicted class=3Summer   expected loss=0.4228188  P(node) =0.1163154
##     class counts:     4    21    86    12    26
##    probabilities: 0.027 0.141 0.577 0.081 0.174 
## 
## Node number 7: 24 observations
##   predicted class=5Holiday  expected loss=0.3333333  P(node) =0.01873536
##     class counts:     1     1     6     0    16
##    probabilities: 0.042 0.042 0.250 0.000 0.667 
## 
## Node number 8: 258 observations
##   predicted class=3Summer   expected loss=0.6937984  P(node) =0.2014052
##     class counts:    45    44    79    44    46
##    probabilities: 0.174 0.171 0.306 0.171 0.178 
## 
## Node number 9: 231 observations
##   predicted class=4Fall     expected loss=0.6190476  P(node) =0.1803279
##     class counts:    46    38    34    88    25
##    probabilities: 0.199 0.165 0.147 0.381 0.108

K-Means Clustering of Movies

Clustering movies based on characteristics.

##           cluster
##              1   2   3   4   5   6   7   8   9
##   1Winter   18   4  21  28   0  16  15  37  65
##   2Spring   13   3  32  22   0  25  19  42  73
##   3Summer   23   2  49  16   1  64  14  57  42
##   4Fall     16  18  46  40   2  27  25  59 147
##   5Holiday   9   1  44  17   3  25   7  34  60
##                 cluster
##                    1   2   3   4   5   6   7   8   9
##                    0   0   1   0   0   0   0   0   2
##   Action           0   0   2  73   0 103   0   0   0
##   Adventure        0   0  99  23   0  47   0   0   0
##   BlackComedy      0   0   0   0   0   0   0   0  11
##   Comedy           0   0  76  11   0   0   0 222   0
##   Documentary      0   0   3   6   0   0   0   0   0
##   Drama            0   0   4   3   0   2   0   0 216
##   Horror           0  28   0   0   0   0  80   0   0
##   Musical          0   0   4   2   0   0   0   7   0
##   Performance      0   0   3   5   0   0   0   0   0
##   RomanticComedy  79   0   0   0   0   0   0   0   0
##   Thriller         0   0   0   0   0   5   0   0 158
##   Western          0   0   0   0   6   0   0   0   0
##       cluster
##          1   2   3   4   5   6   7   8   9
##          0   0   0   0   0   0   2   2   4
##   G      0   0   0  44   0   0   0   0   0
##   PG    11   0 191   0   0   1   0   0  41
##   PG13  49   3   0   1   3 155  26 120 186
##   R     19  25   1  78   3   1  52 107 156
##          cluster
## bigbudget   1   2   3   4   5   6   7   8   9
##     FALSE  78  28 142 112   5  62  78 228 373
##     TRUE    1   0  50  11   1  95   2   1  14
## 
##  
##    Cell Contents
## |-------------------------|
## |                       N |
## | Chi-square contribution |
## |           N / Row Total |
## |           N / Col Total |
## |         N / Table Total |
## |-------------------------|
## 
##  
## Total Observations in Table:  1281 
## 
##  
##                       | grpA$cluster 
## movies$release_season |         1 |         2 |         3 |         4 |         5 |         6 |         7 |         8 |         9 | Row Total | 
## ----------------------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|
##               1Winter |        18 |         4 |        21 |        28 |         0 |        16 |        15 |        37 |        65 |       204 | 
##                       |     2.334 |     0.047 |     2.999 |     3.613 |     0.956 |     3.241 |     0.401 |     0.008 |     0.184 |           | 
##                       |     0.088 |     0.020 |     0.103 |     0.137 |     0.000 |     0.078 |     0.074 |     0.181 |     0.319 |     0.159 | 
##                       |     0.228 |     0.143 |     0.109 |     0.228 |     0.000 |     0.102 |     0.188 |     0.162 |     0.168 |           | 
##                       |     0.014 |     0.003 |     0.016 |     0.022 |     0.000 |     0.012 |     0.012 |     0.029 |     0.051 |           | 
## ----------------------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|
##               2Spring |        13 |         3 |        32 |        22 |         0 |        25 |        19 |        42 |        73 |       229 | 
##                       |     0.089 |     0.803 |     0.157 |     0.000 |     1.073 |     0.335 |     1.544 |     0.028 |     0.211 |           | 
##                       |     0.057 |     0.013 |     0.140 |     0.096 |     0.000 |     0.109 |     0.083 |     0.183 |     0.319 |     0.179 | 
##                       |     0.165 |     0.107 |     0.167 |     0.179 |     0.000 |     0.159 |     0.237 |     0.183 |     0.189 |           | 
##                       |     0.010 |     0.002 |     0.025 |     0.017 |     0.000 |     0.020 |     0.015 |     0.033 |     0.057 |           | 
## ----------------------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|
##               3Summer |        23 |         2 |        49 |        16 |         1 |        64 |        14 |        57 |        42 |       268 | 
##                       |     2.535 |     2.541 |     1.942 |     3.681 |     0.052 |    29.549 |     0.448 |     1.725 |    18.752 |           | 
##                       |     0.086 |     0.007 |     0.183 |     0.060 |     0.004 |     0.239 |     0.052 |     0.213 |     0.157 |     0.209 | 
##                       |     0.291 |     0.071 |     0.255 |     0.130 |     0.167 |     0.408 |     0.175 |     0.249 |     0.109 |           | 
##                       |     0.018 |     0.002 |     0.038 |     0.012 |     0.001 |     0.050 |     0.011 |     0.044 |     0.033 |           | 
## ----------------------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|
##                 4Fall |        16 |        18 |        46 |        40 |         2 |        27 |        25 |        59 |       147 |       380 | 
##                       |     2.359 |    11.314 |     2.107 |     0.338 |     0.027 |     8.226 |     0.068 |     1.174 |     9.031 |           | 
##                       |     0.042 |     0.047 |     0.121 |     0.105 |     0.005 |     0.071 |     0.066 |     0.155 |     0.387 |     0.297 | 
##                       |     0.203 |     0.643 |     0.240 |     0.325 |     0.333 |     0.172 |     0.312 |     0.258 |     0.380 |           | 
##                       |     0.012 |     0.014 |     0.036 |     0.031 |     0.002 |     0.021 |     0.020 |     0.046 |     0.115 |           | 
## ----------------------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|
##              5Holiday |         9 |         1 |        44 |        17 |         3 |        25 |         7 |        34 |        60 |       200 | 
##                       |     0.901 |     2.600 |     6.560 |     0.253 |     4.544 |     0.010 |     2.413 |     0.086 |     0.003 |           | 
##                       |     0.045 |     0.005 |     0.220 |     0.085 |     0.015 |     0.125 |     0.035 |     0.170 |     0.300 |     0.156 | 
##                       |     0.114 |     0.036 |     0.229 |     0.138 |     0.500 |     0.159 |     0.087 |     0.148 |     0.155 |           | 
##                       |     0.007 |     0.001 |     0.034 |     0.013 |     0.002 |     0.020 |     0.005 |     0.027 |     0.047 |           | 
## ----------------------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|
##          Column Total |        79 |        28 |       192 |       123 |         6 |       157 |        80 |       229 |       387 |      1281 | 
##                       |     0.062 |     0.022 |     0.150 |     0.096 |     0.005 |     0.123 |     0.062 |     0.179 |     0.302 |           | 
## ----------------------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|-----------|
## 
## 
##                               1           2           3           4           5
## production_budget   -0.41163554 -0.59321522  0.43946371 -0.08063464  0.73253654
## sequel              -0.38564017  2.37337418  0.17570577  0.10151538 -0.42101215
## genreAction         -0.40156205 -0.40156205 -0.37145900  1.31357781 -0.40156205
## genreAdventure      -0.38969190 -0.38969190  1.13337076  0.16264814 -0.38969190
## genreBlackComedy    -0.09303040 -0.09303040 -0.09303040 -0.09303040 -0.09303040
## genreComedy         -0.56360719 -0.56360719  0.36126035 -0.35465124 -0.56360719
## genreDocumentary    -0.08408298 -0.08408298  0.10291407  0.49971270 -0.08408298
## genreDrama          -0.46141289 -0.46141289 -0.40668419 -0.39734027 -0.46141289
## genreHorror         -0.30331458  3.29433339 -0.30331458 -0.30331458 -0.30331458
## genreMusical        -0.10121444 -0.10121444  0.10656712  0.06095654 -0.10121444
## genrePerformance    -0.07924306 -0.07924306  0.11901935  0.43656159 -0.07924306
## genreRomanticComedy  3.89914251 -0.25626644 -0.25626644 -0.25626644 -0.25626644
## genreThriller       -0.38168344 -0.38168344 -0.38168344 -0.38168344 -0.38168344
## genreWestern        -0.06857265 -0.06857265 -0.06857265 -0.06857265 14.57168878
## ratingG             -0.18852628 -0.18852628 -0.18852628  1.77490600 -0.18852628
## ratingPG            -0.13042709 -0.48488188  2.04748950 -0.48488188 -0.48488188
## ratingPG13           0.39720692 -0.64070904 -0.85743687 -0.84099140  0.15395966
## ratingR             -0.21981424  1.15191578 -0.71458687  0.60791190  0.32583581
##                               6           7           8           9
## production_budget    1.40269103 -0.54766433 -0.35246060 -0.32408482
## sequel               0.68250347 -0.42101215 -0.12815070 -0.31992324
## genreAction          1.49435514 -0.40156205 -0.40156205 -0.40156205
## genreAdventure       0.49457223 -0.38969190 -0.38969190 -0.38969190
## genreBlackComedy    -0.09303040 -0.09303040 -0.09303040  0.21490744
## genreComedy         -0.56360719 -0.56360719  1.70147867 -0.56360719
## genreDocumentary    -0.08408298 -0.08408298 -0.08408298 -0.08408298
## genreDrama          -0.42794821 -0.46141289 -0.46141289  1.00480704
## genreHorror         -0.30331458  3.29433339 -0.30331458 -0.30331458
## genreMusical        -0.10121444 -0.10121444  0.20365283 -0.10121444
## genrePerformance    -0.07924306 -0.07924306 -0.07924306 -0.07924306
## genreRomanticComedy -0.25626644 -0.25626644 -0.25626644 -0.25626644
## genreThriller       -0.28615445 -0.38168344 -0.38168344  0.84296368
## genreWestern        -0.06857265 -0.06857265 -0.06857265 -0.06857265
## ratingG             -0.18852628 -0.18852628 -0.18852628 -0.18852628
## ratingPG            -0.46866768 -0.48488188 -0.48488188 -0.21518983
## ratingPG13           1.13958812 -0.20002913  0.20254202  0.11475824
## ratingR             -0.71214538  0.64124816  0.25696849  0.12208106

## * * * Movies in Cluster # 1  * * *
##  [1] "The Proposal"                        
##  [2] "Knocked Up"                          
##  [3] "Enchanted"                           
##  [4] "The Break-Up"                        
##  [5] "He's Just Not That Into You"         
##  [6] "Failure to Launch"                   
##  [7] "The Ugly Truth"                      
##  [8] "What Happens in Vegas..."            
##  [9] "The Holiday"                         
## [10] "Ghosts of Girlfriends Past"          
## [11] "Why Did I Get Married?"              
## [12] "P.S. I Love You"                     
## [13] "Music and Lyrics"                    
## [14] "Dan in Real Life"                    
## [15] "Made of Honor"                       
## [16] "Confessions of a Shopaholic"         
## [17] "License to Wed"                      
## [18] "No Reservations"                     
## [19] "The Heartbreak Kid"                  
## [20] "Good Luck Chuck"                     
## [21] "She's the Man"                       
## [22] "Definitely, Maybe"                   
## [23] "Leatherheads"                        
## [24] "Daddy's Little Girls"                
## [25] "All About Steve"                     
## [26] "Just My Luck"                        
## [27] "New in Town"                         
## [28] "Catch and Release"                   
## [29] "Ghost Town"                          
## [30] "I Think I Love My Wife"              
## [31] "The Last Kiss"                       
## [32] "Smart People"                        
## [33] "My Life in Ruins"                    
## [34] "Phat Girlz"                          
## [35] "The Perfect Holiday"                 
## [36] "The Ex"                              
## [37] "The Hottie and the Nottie"           
## [38] "My First Wedding"                    
## [39] "Did You Hear About the Morgans?"     
## [40] "Zookeeper"                           
## [41] "Going the Distance"                  
## [42] "Life as We Know It"                  
## [43] "She's Out of My League"              
## [44] "The Back-up Plan"                    
## [45] "Valentine's Day"                     
## [46] "It's Complicated"                    
## [47] "When in Rome"                        
## [48] "27 Dresses"                          
## [49] "Leap Year"                           
## [50] "The Bounty Hunter"                   
## [51] "How Do You Know?"                    
## [52] "Just Wright"                         
## [53] "The Switch"                          
## [54] "The Five-Year Engagement"            
## [55] "Blended"                             
## [56] "Jumping the Broom"                   
## [57] "What's Your Number?"                 
## [58] "Friends with Benefits"               
## [59] NA                                    
## [60] "Something Borrowed"                  
## [61] "Just Go With It"                     
## [62] "Monte Carlo"                         
## [63] "Larry Crowne"                        
## [64] "Hope Springs"                        
## [65] "No Strings Attached"                 
## [66] "This Means War"                      
## [67] "Think Like a Man"                    
## [68] "Playing for Keeps"                   
## [69] "What to Expect When You're Expecting"
## [70] "The Big Wedding"                     
## [71] "Warm Bodies"                         
## [72] "Peeples"                             
## [73] "Admission"                           
## [74] "About Last Night"                    
## [75] "Baggage Claim"                       
## [76] "Don Jon"                             
## [77] "Think Like a Man Too"                
## [78] "The Hundred-Foot Journey"            
## [79] "That Awkward Moment"                 
## * * * Movies in Cluster # 2  * * *
##  [1] "Saw III"                                   
##  [2] "Friday the 13th"                           
##  [3] "Saw IV"                                    
##  [4] "The Final Destination"                     
##  [5] "Halloween"                                 
##  [6] "Saw V"                                     
##  [7] "Final Destination 3"                       
##  [8] "The Texas Chainsaw Massacre: The Beginning"
##  [9] "The Grudge 2"                              
## [10] "Halloween 2"                               
## [11] "The Hills Have Eyes II"                    
## [12] "Hostel: Part II"                           
## [13] "Saw VI"                                    
## [14] "Resident Evil: Afterlife"                  
## [15] "28 Weeks Later"                            
## [16] "Paranormal Activity 2"                     
## [17] "Saw 3D"                                    
## [18] "The Thing"                                 
## [19] "Scream 4"                                  
## [20] "Final Destination 5"                       
## [21] "Paranormal Activity 3"                     
## [22] "Texas Chainsaw 3D"                         
## [23] "Paranormal Activity 4"                     
## [24] "The Collection"                            
## [25] "Silent Hill: Revelation 3D"                
## [26] "The Last Exorcism Part II"                 
## [27] "Insidious Chapter 2"                       
## [28] "Paranormal Activity: The Marked Ones"      
## * * * Movies in Cluster # 3  * * *
##   [1] "Star Wars Ep. I: The Phantom Menace"                        
##   [2] "Shrek the Third"                                            
##   [3] "Harry Potter and the Half-Blood Prince"                     
##   [4] "Up"                                                         
##   [5] "Night at the Museum"                                        
##   [6] "Ghostbusters"                                               
##   [7] "National Treasure 2: Book of Secrets"                       
##   [8] "Alvin and the Chipmunks"                                    
##   [9] "Kung Fu Panda"                                              
##  [10] "Monsters vs. Aliens"                                        
##  [11] "Happy Feet"                                                 
##  [12] "Ice Age: The Meltdown"                                      
##  [13] "Ice Age: Dawn of the Dinosaurs"                             
##  [14] "Madagascar: Escape 2 Africa"                                
##  [15] "Night at the Museum: Battle of the Smithsonian"             
##  [16] "Over the Hedge"                                             
##  [17] "Paul Blart: Mall Cop"                                       
##  [18] "Marley & Me"                                                
##  [19] "The Chronicles of Narnia: Prince Caspian"                   
##  [20] "Bee Movie"                                                  
##  [21] "Hairspray"                                                  
##  [22] "G-Force"                                                    
##  [23] "Bolt"                                                       
##  [24] "Bedtime Stories"                                            
##  [25] "Journey to the Center of the Earth"                         
##  [26] "Evan Almighty"                                              
##  [27] "Beverly Hills Chihuahua"                                    
##  [28] "The Game Plan"                                              
##  [29] "Open Season"                                                
##  [30] "The Pink Panther"                                           
##  [31] "Eight Below"                                                
##  [32] "Nacho Libre"                                                
##  [33] "Coraline"                                                   
##  [34] "Eragon"                                                     
##  [35] "Monster House"                                              
##  [36] "Hotel for Dogs"                                             
##  [37] "Barnyard: The Original Party Animals"                       
##  [38] "Fred Claus"                                                 
##  [39] "R.V."                                                       
##  [40] "The Spiderwick Chronicles"                                  
##  [41] "Rocky Balboa"                                               
##  [42] "Race to Witch Mountain"                                     
##  [43] "Flushed Away"                                               
##  [44] "The Shaggy Dog"                                             
##  [45] "Surf's Up"                                                  
##  [46] "Bride Wars"                                                 
##  [47] "TMNT"                                                       
##  [48] "Hoodwinked"                                                 
##  [49] "Nim's Island"                                               
##  [50] "Nanny McPhee"                                               
##  [51] "Speed Racer"                                                
##  [52] "Underdog"                                                   
##  [53] "The Pink Panther 2"                                         
##  [54] "Cloudy with a Chance of Meatballs"                          
##  [55] "Star Wars: The Clone Wars"                                  
##  [56] "Deck the Halls"                                             
##  [57] "Garfield: A Tail of Two Kitties"                            
##  [58] "Aliens in the Attic"                                        
##  [59] "Tim Burton's The Nightmare Before Christmas 3D"             
##  [60] "The Last Mimzy"                                             
##  [61] "Shorts"                                                     
##  [62] "Igor"                                                       
##  [63] "Inkheart"                                                   
##  [64] "Unaccompanied Minors"                                       
##  [65] "Imagine That"                                               
##  [66] "Happily N'Ever After"                                       
##  [67] "Arthur et les Minimoys"                                     
##  [68] "Firehouse Dog"                                              
##  [69] "The Comebacks"                                              
##  [70] "Daddy Day Camp"                                             
##  [71] "Zoom"                                                       
##  [72] "Meet Dave"                                                  
##  [73] "Material Girls"                                             
##  [74] "Bratz"                                                      
##  [75] "Dragonball Evolution"                                       
##  [76] "The Seeker: The Dark is Rising"                             
##  [77] "Hoot"                                                       
##  [78] "City of Ember"                                              
##  [79] "Expelled: No Intelligence Allowed"                          
##  [80] "Bandslam"                                                   
##  [81] "Battle for Terra"                                           
##  [82] "The Ten Commandments"                                       
##  [83] "Delgo"                                                      
##  [84] "Nanny McPhee and the Big Bang"                              
##  [85] "The Smurfs"                                                 
##  [86] "The Sorcerer's Apprentice"                                  
##  [87] "Gulliver's Travels"                                         
##  [88] "Where the Wild Things Are"                                  
##  [89] "Fame"                                                       
##  [90] "Percy Jackson & the Olympians: The Lightning Thief"         
##  [91] "Despicable Me"                                              
##  [92] "The Last Airbender"                                         
##  [93] "Tron: Legacy"                                               
##  [94] "You Again"                                                  
##  [95] "Tangled"                                                    
##  [96] "Marmaduke"                                                  
##  [97] "Shrek Forever After"                                        
##  [98] "The Karate Kid"                                             
##  [99] "Michael Jackson's This Is It"                               
## [100] "The Spy Next Door"                                          
## [101] "Madagascar 3: Europe's Most Wanted"                         
## [102] "Puss in Boots"                                              
## [103] "Hotel Transylvania"                                         
## [104] "Rio"                                                        
## [105] "Alice in Wonderland"                                        
## [106] "The Tooth Fairy"                                            
## [107] "Disney's A Christmas Carol"                                 
## [108] "How to Train Your Dragon"                                   
## [109] "Life of Pi"                                                 
## [110] "Legend of the Guardians: The Owls of Ga'Hoole"              
## [111] "Cats & Dogs: The Revenge of Kitty Galore"                   
## [112] "Planet 51"                                                  
## [113] "The Chronicles of Narnia: The Voyage of the Dawn Treader"   
## [114] "Kung Fu Panda 2"                                            
## [115] "Old Dogs"                                                   
## [116] "Hugo"                                                       
## [117] "Hoodwinked Too: Hood vs. Evil"                              
## [118] "Brave"                                                      
## [119] "Rango"                                                      
## [120] "Astro Boy"                                                  
## [121] "Furry Vengeance"                                            
## [122] "The Croods"                                                 
## [123] "Rise of the Guardians"                                      
## [124] "Diary of a Wimpy Kid"                                       
## [125] "Yogi Bear"                                                  
## [126] "Happy Feet Two"                                             
## [127] "Arthur Christmas"                                           
## [128] "Are We Done Yet?"                                           
## [129] "The Ant Bully"                                              
## [130] "Aquamarine"                                                 
## [131] "The Adventures of Tintin"                                   
## [132] "Alvin and the Chipmunks: The Squeakquel"                    
## [133] "Alpha and Omega 3D"                                         
## [134] "Larger than Life 3D: The Dave Matthews Band"                
## [135] "Mars Needs Moms"                                            
## [136] "Doctor Seuss' The Lorax"                                    
## [137] "Frankenweenie"                                              
## [138] "The Three Stooges"                                          
## [139] "The Big Year"                                               
## [140] "The Secret Life of Walter Mitty"                            
## [141] NA                                                           
## [142] "Maleficent"                                                 
## [143] "How to Train Your Dragon 2"                                 
## [144] "Jack and Jill"                                              
## [145] "Spy Kids: All the Time in the World"                        
## [146] "Here Comes the Boom"                                        
## [147] "Johnny English Reborn"                                      
## [148] "Judy Moody and the Not Bummer Summer"                       
## [149] "Mr. Peabody & Sherman"                                      
## [150] "Megamind"                                                   
## [151] "Oz the Great and Powerful"                                  
## [152] "Free Birds"                                                 
## [153] "Diary of a Wimpy Kid: Rodrick Rules"                        
## [154] "Prom"                                                       
## [155] "Mr. Poppers's Penguins"                                     
## [156] "The Muppets"                                                
## [157] "The Pirates! Band of Misfits"                               
## [158] "Ice Age: Continental Drift"                                 
## [159] "Prometheus"                                                 
## [160] "Hop"                                                        
## [161] "Turbo"                                                      
## [162] "Wreck-It Ralph"                                             
## [163] "ParaNorman"                                                 
## [164] "Glee: The 3D Concert Movie"                                 
## [165] "The Boxtrolls"                                              
## [166] "Mirror Mirror"                                              
## [167] "Journey 2: The Mysterious Island"                           
## [168] "Despicable Me 2"                                            
## [169] "Epic"                                                       
## [170] "The Smurfs 2"                                               
## [171] "Walking with Dinosaurs"                                     
## [172] "Diary of a Wimpy Kid: Dog Days"                             
## [173] "Parental Guidance"                                          
## [174] "Percy Jackson: Sea of Monsters"                             
## [175] "Escape From Planet Earth"                                   
## [176] "Cloudy with a Chance of Meatballs 2"                        
## [177] "Katy Perry: Part of Me"                                     
## [178] "The Lego Movie"                                             
## [179] "One Direction: This is Us"                                  
## [180] "Penguins of Madagascar"                                     
## [181] "The Book of Life"                                           
## [182] "Disney Planes"                                              
## [183] "Muppets Most Wanted"                                        
## [184] "Black Nativity"                                             
## [185] "Earth to Echo"                                              
## [186] "The Nut Job"                                                
## [187] "Big Hero 6"                                                 
## [188] "Planes: Fire and Rescue"                                    
## [189] "Alexander and the Terrible, Horrible, No Good, Very Bad Day"
## [190] "Dolphin Tale 2"                                             
## [191] NA                                                           
## [192] NA                                                           
## * * * Movies in Cluster # 4  * * *
##   [1] "Finding Nemo"                                                                          
##   [2] "The Lion King"                                                                         
##   [3] "Monsters, Inc."                                                                        
##   [4] "Cars"                                                                                  
##   [5] "WALL-E"                                                                                
##   [6] "Ratatouille"                                                                           
##   [7] "Beauty and the Beast"                                                                  
##   [8] "Horton Hears a Who"                                                                    
##   [9] "Wanted"                                                                                
##  [10] "Inglourious Basterds"                                                                  
##  [11] "Watchmen"                                                                              
##  [12] "Meet the Robinsons"                                                                    
##  [13] "High School Musical 3: Senior Year"                                                    
##  [14] "The Santa Clause 3: The Escape Clause"                                                 
##  [15] "Charlotte's Web"                                                                       
##  [16] "Hannah Montana the Movie"                                                              
##  [17] "V for Vendetta"                                                                        
##  [18] "The Taking of Pelham 123"                                                              
##  [19] "Hannah Montana/Miley Cyrus: Best of Both Worlds Concert Tour"                          
##  [20] "Miami Vice"                                                                            
##  [21] "Underworld: Evolution"                                                                 
##  [22] "Curious George"                                                                        
##  [23] "Blood Diamond"                                                                         
##  [24] "The Tale of Despereaux"                                                                
##  [25] "Resident Evil: Extinction"                                                             
##  [26] "The Kingdom"                                                                           
##  [27] "Underworld 3: Rise of the Lycans"                                                      
##  [28] "College Road Trip"                                                                     
##  [29] "Rambo"                                                                                 
##  [30] "Aliens vs. Predator - Requiem"                                                         
##  [31] "Hitman"                                                                                
##  [32] "The Wild"                                                                              
##  [33] "Death Race"                                                                            
##  [34] "Mr. Bean's Holiday"                                                                    
##  [35] "Mr. Magorium's Wonder Emporium"                                                        
##  [36] "Earth"                                                                                 
##  [37] "Space Chimps"                                                                          
##  [38] "Crank"                                                                                 
##  [39] "War"                                                                                   
##  [40] "Gamer"                                                                                 
##  [41] "Jonas Brothers: The 3D Concert Experience"                                             
##  [42] "Bangkok Dangerous"                                                                     
##  [43] "Gake no ue no Ponyo"                                                                   
##  [44] "Everyone's Hero"                                                                       
##  [45] "The Pirates Who Don't Do Anything: A VeggieTales Movie"                                
##  [46] "Shoot 'Em Up"                                                                          
##  [47] "Tom yum goong"                                                                         
##  [48] "Doomsday"                                                                              
##  [49] "Primeval"                                                                              
##  [50] "Pathfinder"                                                                            
##  [51] "U2 3D"                                                                                 
##  [52] "Death Sentence"                                                                        
##  [53] "Punisher: War Zone"                                                                    
##  [54] "Doogal"                                                                                
##  [55] "The Condemned"                                                                         
##  [56] "Running Scared"                                                                        
##  [57] "BloodRayne"                                                                            
##  [58] "Vince Vaughn's Wild West Comedy Show: 30 Days & 30 Nights - Hollywood to the Heartland"
##  [59] "Renaissance"                                                                           
##  [60] "Ramona and Beezus"                                                                     
##  [61] "Sucker Punch"                                                                          
##  [62] "The Expendables"                                                                       
##  [63] "Toy Story 3D Double Feature"                                                           
##  [64] "Repo Men"                                                                              
##  [65] "Faster"                                                                                
##  [66] "Ninja Assassin"                                                                        
##  [67] "Gnomeo and Juliet"                                                                     
##  [68] "The Fifth Commandment"                                                                 
##  [69] "Toy Story 3"                                                                           
##  [70] "The Book of Eli"                                                                       
##  [71] "Sin City: A Dame to Kill For"                                                          
##  [72] "Cars 2"                                                                                
##  [73] "Predators"                                                                             
##  [74] "Underworld: Awakening"                                                                 
##  [75] "300"                                                                                   
##  [76] "Apocalypto"                                                                            
##  [77] "The Oogieloves in the BIG Balloon Adventure"                                           
##  [78] "Sanctum"                                                                               
##  [79] "Conan the Barbarian"                                                                   
##  [80] "African Cats"                                                                          
##  [81] "Immortals"                                                                             
##  [82] "Machete"                                                                               
##  [83] "Monsters University"                                                                   
##  [84] "Elysium"                                                                               
##  [85] "A Good Day to Die Hard"                                                                
##  [86] "Drive"                                                                                 
##  [87] "Drive Angry"                                                                           
##  [88] "The Man with the Iron Fists"                                                           
##  [89] "The Mechanic"                                                                          
##  [90] "Looper"                                                                                
##  [91] "Killer Elite"                                                                          
##  [92] "The Equalizer"                                                                         
##  [93] "Kick-Ass 2"                                                                            
##  [94] "Pain & Gain"                                                                           
##  [95] "Riddick"                                                                               
##  [96] "Safe"                                                                                  
##  [97] "Hansel & Gretel: Witch Hunters"                                                        
##  [98] "Alvin and the Chipmunks: Chipwrecked"                                                  
##  [99] "Winnie the Pooh"                                                                       
## [100] "Justin Bieber: Never Say Never"                                                        
## [101] "Contraband"                                                                            
## [102] "Dredd"                                                                                 
## [103] "The Secret World of Arietty"                                                           
## [104] "Resident Evil: Retribution"                                                            
## [105] "The Expendables 2"                                                                     
## [106] "Chimpanzee"                                                                            
## [107] "Act of Valor"                                                                          
## [108] "The Mighty Macs"                                                                       
## [109] "The Last Stand"                                                                        
## [110] "Bullet to the Head"                                                                    
## [111] "For Greater Glory"                                                                     
## [112] "Nitro Circus: The Movie 3D"                                                            
## [113] "2 Guns"                                                                                
## [114] "Bears"                                                                                 
## [115] "Machete Kills"                                                                         
## [116] "Oldboy"                                                                                
## [117] "Kevin Hart: Let Me Explain"                                                            
## [118] "Rio 2"                                                                                 
## [119] "Homefront"                                                                             
## [120] "Sabotage"                                                                              
## [121] "A Walk Among the Tombstones"                                                           
## [122] "Lucy"                                                                                  
## [123] "John Wick"                                                                             
## * * * Movies in Cluster # 5  * * *
## [1] "Bandidas"          "The Lone Ranger"   "3:10 to Yuma"     
## [4] "True Grit"         "The Warrior's Way" "Django Unchained" 
## * * * Movies in Cluster # 6  * * *
##   [1] "Titanic"                                           
##   [2] "The Dark Knight"                                   
##   [3] "Pirates of the Caribbean: Dead Man's Chest"        
##   [4] "Transformers: Revenge of the Fallen"               
##   [5] "Jurassic Park"                                     
##   [6] "Spider-Man 3"                                      
##   [7] "Transformers"                                      
##   [8] "Iron Man"                                          
##   [9] "Indiana Jones and the Kingdom of the Crystal Skull"
##  [10] "Pirates of the Caribbean: At World's End"          
##  [11] "Harry Potter and the Order of the Phoenix"         
##  [12] "Star Trek"                                         
##  [13] "X-Men: The Last Stand"                             
##  [14] "Hancock"                                           
##  [15] "The Bourne Ultimatum"                              
##  [16] "Superman Returns"                                  
##  [17] "X-Men Origins: Wolverine"                          
##  [18] "Quantum of Solace"                                 
##  [19] "Casino Royale"                                     
##  [20] "Fast & Furious"                                    
##  [21] "G.I. Joe: The Rise of Cobra"                       
##  [22] "Rush Hour 3"                                       
##  [23] "The Incredible Hulk"                               
##  [24] "Live Free or Die Hard"                             
##  [25] "Mission: Impossible III"                           
##  [26] "Angels & Demons"                                   
##  [27] "Fantastic Four: Rise of the Silver Surfer"         
##  [28] "Terminator Salvation"                              
##  [29] "Ocean's Thirteen"                                  
##  [30] "Ghost Rider"                                       
##  [31] "The Mummy: Tomb of the Dragon Emperor"             
##  [32] "Beowulf"                                           
##  [33] "Jumper"                                            
##  [34] "Cloverfield"                                       
##  [35] "The Day the Earth Stood Still"                     
##  [36] "Hellboy II: The Golden Army"                       
##  [37] "Fool's Gold"                                       
##  [38] "The Golden Compass"                                
##  [39] "The Fast and the Furious: Tokyo Drift"             
##  [40] "Poseidon"                                          
##  [41] "The Guardian"                                      
##  [42] "The Forbidden Kingdom"                             
##  [43] "The Sisterhood of the Traveling Pants 2"           
##  [44] "Max Payne"                                         
##  [45] "Stardust"                                          
##  [46] "Transporter 3"                                     
##  [47] "Never Back Down"                                   
##  [48] "9"                                                 
##  [49] "Fighting"                                          
##  [50] "Babylon A.D."                                      
##  [51] "The X-Files: I Want to Believe"                    
##  [52] "The Spirit"                                        
##  [53] "The Marine"                                        
##  [54] "Ultraviolet"                                       
##  [55] "Next"                                              
##  [56] "D-War"                                             
##  [57] "Street Fighter: The Legend of Chun-Li"             
##  [58] "Redline"                                           
##  [59] "The Last Legion"                                   
##  [60] "In the Name of the King: A Dungeon Siege Tale"     
##  [61] "Ladron que roba a ladron"                          
##  [62] "DOA: Dead or Alive"                                
##  [63] "Harry Potter and the Deathly Hallows: Part II"     
##  [64] "Ender's Game"                                      
##  [65] "Surrogates"                                        
##  [66] "The A-Team"                                        
##  [67] "The Green Hornet"                                  
##  [68] "Transformers: Dark of the Moon"                    
##  [69] "Killers"                                           
##  [70] "Thor"                                              
##  [71] "Cirque du Freak: The Vampire's Assistant"          
##  [72] "Green Lantern"                                     
##  [73] "Jonah Hex"                                         
##  [74] "Red Tails"                                         
##  [75] "The Losers"                                        
##  [76] "Battleship"                                        
##  [77] "Red Dawn"                                          
##  [78] "Robin Hood"                                        
##  [79] "Iron Man 2"                                        
##  [80] "The Avengers"                                      
##  [81] "Cowboys and Aliens"                                
##  [82] "Harry Potter and the Deathly Hallows: Part I"      
##  [83] "RoboCop"                                           
##  [84] "Unstoppable"                                       
##  [85] "Clash of the Titans"                               
##  [86] "Prince of Persia: Sands of Time"                   
##  [87] "Avatar"                                            
##  [88] "Captain America: The First Avenger"                
##  [89] "Man of Steel"                                      
##  [90] "The Amazing Spider-Man"                            
##  [91] "The Hobbit: The Desolation of Smaug"               
##  [92] "The Hobbit: An Unexpected Journey"                 
##  [93] "Sherlock Holmes"                                   
##  [94] "Pirates of the Caribbean: On Stranger Tides"       
##  [95] "Knight and Day"                                    
##  [96] "Battle: Los Angeles"                               
##  [97] "10,000 B.C."                                       
##  [98] "16 Blocks"                                         
##  [99] "12 Rounds"                                         
## [100] "2012"                                              
## [101] "Star Trek Into Darkness"                           
## [102] "The Eagle"                                         
## [103] "Fast Five"                                         
## [104] "The Twilight Saga: Breaking Dawn, Part 1"          
## [105] "The Twilight Saga: Breaking Dawn, Part 2"          
## [106] "Red"                                               
## [107] "John Carter"                                       
## [108] "Edge of Tomorrow"                                  
## [109] "The Dark Knight Rises"                             
## [110] "Rise of the Planet of the Apes"                    
## [111] "The Three Musketeers"                              
## [112] "47 Ronin"                                          
## [113] "Wrath of the Titans"                               
## [114] "X-Men: First Class"                                
## [115] "Dracula Untold"                                    
## [116] "The Darkest Hour"                                  
## [117] "Total Recall"                                      
## [118] "I am Number Four"                                  
## [119] "Sherlock Holmes: A Game of Shadows"                
## [120] "Real Steel"                                        
## [121] "Men in Black 3"                                    
## [122] "World War Z"                                       
## [123] "Jack the Giant Slayer"                             
## [124] "G.I. Joe: Retaliation"                             
## [125] "Ghost Rider: Spirit of Vengeance"                  
## [126] "Iron Man 3"                                        
## [127] "R.I.P.D."                                          
## [128] "The Bourne Legacy"                                 
## [129] "The Wolverine"                                     
## [130] "Snow White and the Huntsman"                       
## [131] "Skyfall"                                           
## [132] "Fast and Furious 6"                                
## [133] "Thor: The Dark World"                              
## [134] "Pacific Rim"                                       
## [135] "The Amazing Spider-Man 2"                          
## [136] "The Hunger Games: Catching Fire"                   
## [137] "Guardians of the Galaxy"                           
## [138] "After Earth"                                       
## [139] "I, Frankenstein"                                   
## [140] "RED 2"                                             
## [141] "Transformers: Age of Extinction"                   
## [142] "300: Rise of an Empire"                            
## [143] "Captain America: The Winter Soldier"               
## [144] "The Mortal Instruments: City of Bones"             
## [145] "Dawn of the Planet of the Apes"                    
## [146] "X-Men: Days of Future Past"                        
## [147] "The Hunger Games: Mockingjay - Part 1"             
## [148] "Need for Speed"                                    
## [149] "Divergent"                                         
## [150] "Jack Ryan: Shadow Recruit"                         
## [151] "Godzilla"                                          
## [152] "Hercules"                                          
## [153] "The Legend of Hercules"                            
## [154] "Teenage Mutant Ninja Turtles"                      
## [155] "Non-Stop"                                          
## [156] "The Expendables 3"                                 
## [157] "Brick Mansions"                                    
## * * * Movies in Cluster # 7  * * *
##  [1] "I am Legend"                     "The Haunting in Connecticut"    
##  [3] "The Omen"                        "My Bloody Valentine"            
##  [5] "When a Stranger Calls"           "Hostel"                         
##  [7] "Silent Hill"                     "Prom Night"                     
##  [9] "The Unborn"                      "Drag Me To Hell"                
## [11] "The Hills Have Eyes"             "The Messengers"                 
## [13] "The Last House on the Left"      "Quarantine"                     
## [15] "Mirrors"                         "The Uninvited"                  
## [17] "One Missed Call"                 "Shutter"                        
## [19] "The Mist"                        "The Reaping"                    
## [21] "Grindhouse"                      "Stay Alive"                     
## [23] "Pulse"                           "The Ruins"                      
## [25] "Dead Silence"                    "Black Christmas"                
## [27] "See No Evil"                     "Sorority Row"                   
## [29] "Slither"                         "The Collector"                  
## [31] "P2"                              "Blood and Chocolate"            
## [33] "Captivity"                       "Skinwalkers"                    
## [35] "Fido"                            "Rise: Blood Hunter"             
## [37] "Cruel World"                     "Daybreakers"                    
## [39] "The Crazies"                     "The Wolfman"                    
## [41] "Splice"                          "A Nightmare on Elm Street"      
## [43] "Priest"                          "Pandorum"                       
## [45] "Scanners"                        "Town Creek"                     
## [47] "Piranha 3D"                      "Case 39"                        
## [49] "1408"                            "30 Days of Night"               
## [51] "The Last Exorcism"               "Don't Be Afraid of the Dark"    
## [53] "Devil"                           "My Soul to Take"                
## [55] "The Apparition"                  "Abraham Lincoln: Vampire Hunter"
## [57] "House at the End of the Street"  "Dream House"                    
## [59] "Dylan Dog: Dead of Night"        "The Rite"                       
## [61] "Insidious"                       "Fright Night"                   
## [63] "Evil Dead"                       "The Possession"                 
## [65] "Shark Night 3D"                  "Ouija"                          
## [67] "Mama"                            "Creature"                       
## [69] "Silent House"                    "The Devil Inside"               
## [71] "Chernobyl Diaries"               "Carrie"                         
## [73] "The Conjuring"                   "You're Next"                    
## [75] "The Quiet  Ones"                 "Deliver Us from Evil"           
## [77] "Devil's Due"                     "Oculus"                         
## [79] "The Pyramid"                     "Annabelle"                      
## * * * Movies in Cluster # 8  * * *
##   [1] "The Hangover"                                        
##   [2] "The Simpsons Movie"                                  
##   [3] "Wild Hogs"                                           
##   [4] "Sex and the City"                                    
##   [5] "Talladega Nights: The Ballad of Ricky Bobby"         
##   [6] "Mamma Mia!"                                          
##   [7] "Click"                                               
##   [8] "Get Smart"                                           
##   [9] "Borat"                                               
##  [10] "The Devil Wears Prada"                               
##  [11] "Superbad"                                            
##  [12] "Four Christmases"                                    
##  [13] "I Now Pronounce You Chuck and Larry"                 
##  [14] "Blades of Glory"                                     
##  [15] "Tropic Thunder"                                      
##  [16] "Step Brothers"                                       
##  [17] "You Don't Mess With the Zohan"                       
##  [18] "Yes Man"                                             
##  [19] "Norbit"                                              
##  [20] "Scary Movie 4"                                       
##  [21] "Madea Goes To Jail"                                  
##  [22] "Julie & Julia"                                       
##  [23] "The Pineapple Express"                               
##  [24] "You, Me and Dupree"                                  
##  [25] "Jackass: Number Two"                                 
##  [26] "I Love You, Man"                                     
##  [27] "Big Momma's House 2"                                 
##  [28] "Role Models"                                         
##  [29] "17 Again"                                            
##  [30] "Madea's Family Reunion"                              
##  [31] "Forgetting Sarah Marshall"                           
##  [32] "Baby Mama"                                           
##  [33] "Br\"uno"                                             
##  [34] "The Benchwarmers"                                    
##  [35] "Little Man"                                          
##  [36] "Sweeney Todd: The Demon Barber of Fleet Street"      
##  [37] "Funny People"                                        
##  [38] "Land of the Lost"                                    
##  [39] "Date Movie"                                          
##  [40] "The House Bunny"                                     
##  [41] "Year One"                                            
##  [42] "Because I Said So"                                   
##  [43] "Welcome Home Roscoe Jenkins"                         
##  [44] "Meet the Browns"                                     
##  [45] "John Tucker Must Die"                                
##  [46] "Stranger Than Fiction"                               
##  [47] "I Can Do Bad All By Myself"                          
##  [48] "Epic Movie"                                          
##  [49] "Last Holiday"                                        
##  [50] "Meet the Spartans"                                   
##  [51] "Harold & Kumar Escape from Guantanamo Bay"           
##  [52] "First Sunday"                                        
##  [53] "Man of the Year"                                     
##  [54] "The Family That Preys"                               
##  [55] "Accepted"                                            
##  [56] "Smokin' Aces"                                        
##  [57] "Semi-Pro"                                            
##  [58] "Balls of Fury"                                       
##  [59] "Drillbit Taylor"                                     
##  [60] "The Love Guru"                                       
##  [61] "Employee of the Month"                               
##  [62] "Stick It"                                            
##  [63] "The Women"                                           
##  [64] "The Nanny Diaries"                                   
##  [65] "Superhero Movie"                                     
##  [66] "Mr. Woodcock"                                        
##  [67] "Dance Flick"                                         
##  [68] "Clerks II"                                           
##  [69] "Observe and Report"                                  
##  [70] "Hot Fuzz"                                            
##  [71] "My Super Ex-Girlfriend"                              
##  [72] "ATL"                                                 
##  [73] "Mad Money"                                           
##  [74] "A Prairie Home Companion"                            
##  [75] "Reno 911!: Miami"                                    
##  [76] "My Best Friend's Girl"                               
##  [77] "Beerfest"                                            
##  [78] "Walk Hard: The Dewey Cox Story"                      
##  [79] "School for Scoundrels"                               
##  [80] "Fired Up"                                            
##  [81] "Swing Vote"                                          
##  [82] "Larry the Cable Guy: Health Inspector"               
##  [83] "The Goods: Live Hard, Sell Hard"                     
##  [84] "I Love You, Beth Cooper"                             
##  [85] "Disaster Movie"                                      
##  [86] "Hot Rod"                                             
##  [87] "Idlewild"                                            
##  [88] "Soul Men"                                            
##  [89] "Sunshine Cleaning"                                   
##  [90] "Sydney White"                                        
##  [91] "Be Kind Rewind"                                      
##  [92] "In the Land of Women"                                
##  [93] "Extract"                                             
##  [94] "Next Day Air"                                        
##  [95] "Death at a Funeral"                                  
##  [96] "Sex Drive"                                           
##  [97] "Tenacious D in: The Pick of Destiny"                 
##  [98] "Code Name: The Cleaner"                              
##  [99] "Delta Farce"                                         
## [100] "Over Her Dead Body"                                  
## [101] "Nothing Like the Holidays"                           
## [102] "Strange Wilderness"                                  
## [103] "The Rocker"                                          
## [104] "Post Grad"                                           
## [105] "Grandma's Boy"                                       
## [106] "Run, Fatboy, Run"                                    
## [107] "Who's Your Caddy?"                                   
## [108] "Let's Go to Prison"                                  
## [109] "College"                                             
## [110] "Miss March"                                          
## [111] "Kickin It Old Skool"                                 
## [112] "Van Wilder Deux: The Rise of Taj"                    
## [113] "Witless Protection"                                  
## [114] "Charlie Bartlett"                                    
## [115] "How to Lose Friends & Alienate People"               
## [116] "The Brothers Solomon"                                
## [117] "Wristcutters: A Love Story"                          
## [118] "Full of It"                                          
## [119] "Sex and the City 2"                                  
## [120] "Zombieland"                                          
## [121] "Death at a Funeral"                                  
## [122] "Cop Out"                                             
## [123] "Little Fockers"                                      
## [124] "Date Night"                                          
## [125] "Couples Retreat"                                     
## [126] "The Alibi"                                           
## [127] "MacGruber"                                           
## [128] "Our Family Wedding"                                  
## [129] "The Hangover Part II"                                
## [130] "Due Date"                                            
## [131] "Lottery Ticket"                                      
## [132] "Your Highness"                                       
## [133] "Get Him to the Greek"                                
## [134] "Morning Glory"                                       
## [135] "The Invention of Lying"                              
## [136] "Footloose"                                           
## [137] "Grown Ups"                                           
## [138] "Dinner for Schmucks"                                 
## [139] "Hot Tub Time Machine"                                
## [140] "A Thousand Words"                                    
## [141] "Whip It"                                             
## [142] "Steppin: The Movie"                                  
## [143] "Youth in Revolt"                                     
## [144] "Spring Breakdown"                                    
## [145] "Crazy on the Outside"                                
## [146] "The Boat That Rocked"                                
## [147] "We're the Millers"                                   
## [148] "The Other Guys"                                      
## [149] "An American Carol"                                   
## [150] "Aqua Teen Hunger Force Colon Movie Film for Theaters"
## [151] "Bucky Larson: Born to Be a Star"                     
## [152] "Scott Pilgrim vs. The World"                         
## [153] "Take Me Home Tonight"                                
## [154] "Paul"                                                
## [155] "Easy A"                                              
## [156] "The Change-Up"                                       
## [157] "Bridesmaids"                                         
## [158] "Vampires Suck"                                       
## [159] "Bad Teacher"                                         
## [160] "Big Mommas: Like Father, Like Son"                   
## [161] "One for the Money"                                   
## [162] "21 Jump Street"                                      
## [163] "30 Minutes or Less"                                  
## [164] "Anchorman 2: The Legend Continues"                   
## [165] "Arthur"                                              
## [166] "Chef"                                                
## [167] "Crazy, Stupid, Love"                                 
## [168] "Horrible Bosses"                                     
## [169] "Rock of Ages"                                        
## [170] "Hall Pass"                                           
## [171] "Jackass 3D"                                          
## [172] "The Sitter"                                          
## [173] "A Very Harold & Kumar 3D Christmas"                  
## [174] "The Guilt Trip"                                      
## [175] "Our Idiot Brother"                                   
## [176] "Ride Along"                                          
## [177] "Tower Heist"                                         
## [178] "The Dictator"                                        
## [179] "Joyful Noise"                                        
## [180] "Wanderlust"                                          
## [181] "The World's End"                                     
## [182] "I Don't Know How She Does It"                        
## [183] "Ted"                                                 
## [184] "The Dilemma"                                         
## [185] "Project X"                                           
## [186] "That's My Boy"                                       
## [187] "This is 40"                                          
## [188] "American Reunion"                                    
## [189] "The Campaign"                                        
## [190] "Scary Movie V"                                       
## [191] "Fun Size"                                            
## [192] "The Watch"                                           
## [193] "Les Miserables"                                      
## [194] "Movie 43"                                            
## [195] "Magic Mike"                                          
## [196] "Seeking a Friend for the End of the World"           
## [197] "Grown Ups 2"                                         
## [198] "The Hangover 3"                                      
## [199] "Identity Thief"                                      
## [200] "Seven Psychopaths"                                   
## [201] "Tyler Perry's Madea's Witness Protection"            
## [202] "21 and Over"                                         
## [203] "This is the End"                                     
## [204] "The Internship"                                      
## [205] "The Heat"                                            
## [206] "The To Do List"                                      
## [207] "Last Vegas"                                          
## [208] "A Haunted House"                                     
## [209] "The Incredible Burt Wonderstone"                     
## [210] "Delivery Man"                                        
## [211] "The Best Man Holiday"                                
## [212] "Tyler Perry's The Single Moms Club"                  
## [213] "Tyler Perry's A Madea Christmas"                     
## [214] "Grudge Match"                                        
## [215] "22 Jump Street"                                      
## [216] "Sex Tape"                                            
## [217] "Tammy"                                               
## [218] "The Other Woman"                                     
## [219] "A Haunted House 2"                                   
## [220] "A Million Ways to Die in The West"                   
## [221] "Jackass Presents: Bad Grandpa"                       
## [222] "The Interview"                                       
## [223] "Neighbors"                                           
## [224] "Horrible Bosses 2"                                   
## [225] "This is Where I Leave You"                           
## [226] "Dumb and Dumber To"                                  
## [227] NA                                                    
## [228] "And So It Goes"                                      
## [229] "Top Five"                                            
## * * * Movies in Cluster # 9  * * *
##   [1] "The Da Vinci Code"                   
##   [2] "Twilight"                            
##   [3] "The Pursuit of Happyness"            
##   [4] "Taken"                               
##   [5] "The Departed"                        
##   [6] "The Curious Case of Benjamin Button" 
##   [7] "District 9"                          
##   [8] "Eagle Eye"                           
##   [9] "Public Enemies"                      
##  [10] "Inside Man"                          
##  [11] "Valkyrie"                            
##  [12] "Bridge to Terabithia"                
##  [13] "Disturbia"                           
##  [14] "Knowing"                             
##  [15] "Vantage Point"                       
##  [16] "World Trade Center"                  
##  [17] "Seven Pounds"                        
##  [18] "Obsessed"                            
##  [19] "Charlie Wilson's War"                
##  [20] "Step Up"                             
##  [21] "The Happening"                       
##  [22] "D'ej`a Vu"                           
##  [23] "Stomp the Yard"                      
##  [24] "The Time Traveler's Wife"            
##  [25] "Burn After Reading"                  
##  [26] "The Good Shepherd"                   
##  [27] "Step Up 2 the Streets"               
##  [28] "Invincible"                          
##  [29] "The Prestige"                        
##  [30] "The Strangers"                       
##  [31] "The Lake House"                      
##  [32] "Australia"                           
##  [33] "This Christmas"                      
##  [34] "My Sister's Keeper"                  
##  [35] "Firewall"                            
##  [36] "Premonition"                         
##  [37] "Shooter"                             
##  [38] "We Are Marshall"                     
##  [39] "Glory Road"                          
##  [40] "Lady in the Water"                   
##  [41] "Nights in Rodanthe"                  
##  [42] "Orphan"                              
##  [43] "Duplicity"                           
##  [44] "The Water Horse: Legend of the Deep" 
##  [45] "Righteous Kill"                      
##  [46] "The Illusionist"                     
##  [47] "Body of Lies"                        
##  [48] "Lakeview Terrace"                    
##  [49] "Fracture"                            
##  [50] "Gridiron Gang"                       
##  [51] "The Secret Life of Bees"             
##  [52] "The Nativity Story"                  
##  [53] "State of Play"                       
##  [54] "Notorious"                           
##  [55] "The Brave One"                       
##  [56] "Freedom Writers"                     
##  [57] "The Sentinel"                        
##  [58] "The Number 23"                       
##  [59] "Take the Lead"                       
##  [60] "Babel"                               
##  [61] "Snakes on a Plane"                   
##  [62] "Flags of Our Fathers"                
##  [63] "Zodiac"                              
##  [64] "Breach"                              
##  [65] "Push"                                
##  [66] "The Soloist"                         
##  [67] "August Rush"                         
##  [68] "United 93"                           
##  [69] "Nick and Norah's Infinite Playlist"  
##  [70] "The Eye"                             
##  [71] "The Great Debaters"                  
##  [72] "The Bank Job"                        
##  [73] "Untraceable"                         
##  [74] "Defiance"                            
##  [75] "We Own the Night"                    
##  [76] "Mr. Brooks"                          
##  [77] "Hannibal Rising"                     
##  [78] "The Other Boleyn Girl"               
##  [79] "Street Kings"                        
##  [80] "The Descent"                         
##  [81] "Nancy Drew"                          
##  [82] "W."                                  
##  [83] "The International"                   
##  [84] "Huo Yuan Jia"                        
##  [85] "The Wicker Man"                      
##  [86] "Perfect Stranger"                    
##  [87] "Traitor"                             
##  [88] "The Covenant"                        
##  [89] "Revolutionary Road"                  
##  [90] "The Black Dahlia"                    
##  [91] "Lucky Number Slevin"                 
##  [92] "Waist Deep"                          
##  [93] "Flicka"                              
##  [94] "The Invisible"                       
##  [95] "Gone, Baby, Gone"                    
##  [96] "Reign Over Me"                       
##  [97] "Vacancy"                             
##  [98] "Georgia Rule"                        
##  [99] "Akeelah and the Bee"                 
## [100] "The Last King of Scotland"           
## [101] "Annapolis"                           
## [102] "88 Minutes"                          
## [103] "The Hitcher"                         
## [104] "Elizabeth: The Golden Age"           
## [105] "Marie Antoinette"                    
## [106] "Pride and Glory"                     
## [107] "A Perfect Getaway"                   
## [108] "The Invasion"                        
## [109] "Lions for Lambs"                     
## [110] "Tristan & Isolde"                    
## [111] "Hollywoodland"                       
## [112] "Awake"                               
## [113] "The Informant!"                      
## [114] "Crank 2: High Voltage"               
## [115] "The Haunting of Molly Hartley"       
## [116] "One Night with the King"             
## [117] "Flyboys"                             
## [118] "How to Eat Fried Worms"              
## [119] "Freedomland"                         
## [120] "Evening"                             
## [121] "End of the Spear"                    
## [122] "The Longshots"                       
## [123] "Something New"                       
## [124] "The Astronaut Farmer"                
## [125] "Stop-Loss"                           
## [126] "Not Easily Broken"                   
## [127] "Love Happens"                        
## [128] "The Fountain"                        
## [129] "Penelope"                            
## [130] "The Express"                         
## [131] "Rendition"                           
## [132] "Whiteout"                            
## [133] "Black Snake Moan"                    
## [134] "A Mighty Heart"                      
## [135] "Jennifer's Body"                     
## [136] "Cadillac Records"                    
## [137] "Miracle at St. Anna"                 
## [138] "The Night Listener"                  
## [139] "The Return"                          
## [140] "El Cantante"                         
## [141] "The Martian Child"                   
## [142] "A Good Year"                         
## [143] "I Know Who Killed Me"                
## [144] "All the King's Men"                  
## [145] "How She Move"                        
## [146] "Pride"                               
## [147] "Turistas"                            
## [148] "Crossover"                           
## [149] "Bug"                                 
## [150] "Basic Instinct 2"                    
## [151] "Feel the Noise"                      
## [152] "Lucky You"                           
## [153] "A Scanner Darkly"                    
## [154] "The Libertine"                       
## [155] "Love in the Time of Cholera"         
## [156] "Deception"                           
## [157] "Flash of Genius"                     
## [158] "Catch a Fire"                        
## [159] "Goal! The Dream Begins"              
## [160] "The Feast of Love"                   
## [161] "The Ultimate Gift"                   
## [162] "Things We Lost in the Fire"          
## [163] "Resurrecting the Champ"              
## [164] "Blindness"                           
## [165] "Illegal Tender"                      
## [166] "Gracie"                              
## [167] "You Kill Me"                         
## [168] "Perfume: The Story of a Murderer"    
## [169] "The Good German"                     
## [170] "Slow Burn"                           
## [171] "Find Me Guilty"                      
## [172] "The Final Season"                    
## [173] "Infamous"                            
## [174] "September Dawn"                      
## [175] "Sarah Landon and the Paranormal Hour"
## [176] "Nomad"                               
## [177] "Vivre sa vie: Film en douze tableaux"
## [178] "Nothing But the Truth"               
## [179] "The Rum Diary"                       
## [180] "Everybody's Fine"                    
## [181] "Inception"                           
## [182] "Straw Dogs"                          
## [183] "The Debt"                            
## [184] "The Twilight Saga: New Moon"         
## [185] "Shutter Island"                      
## [186] "The Stepfather"                      
## [187] "Salt"                                
## [188] "The Twilight Saga: Eclipse"          
## [189] "The Men Who Stare at Goats"          
## [190] "Secretariat"                         
## [191] "Remember Me"                         
## [192] "Season of the Witch"                 
## [193] "Wake Up Sid"                         
## [194] "The Roommate"                        
## [195] "Burlesque"                           
## [196] "Letters to Juliet"                   
## [197] "Brothers"                            
## [198] "Brooklyn's Finest"                   
## [199] "The Blind Side"                      
## [200] "The Last Song"                       
## [201] "Transylmania"                        
## [202] "From Paris With Love"                
## [203] "Law Abiding Citizen"                 
## [204] "Beastly"                             
## [205] "The Fourth Kind"                     
## [206] "Pompeii"                             
## [207] "The Box"                             
## [208] "Invictus"                            
## [209] "Edge of Darkness"                    
## [210] "Le renard et l'enfant"               
## [211] "The Road"                            
## [212] "The Cabin in the Woods"              
## [213] "Rockaway"                            
## [214] "Green Zone"                          
## [215] "Kick-Ass"                            
## [216] "Takers"                              
## [217] "Wall Street 2: Money Never Sleeps"   
## [218] "Dear John"                           
## [219] "Legion"                              
## [220] "The Town"                            
## [221] "Extraordinary Measures"              
## [222] "Step Up 3D"                          
## [223] "The American"                        
## [224] "American Gangster"                   
## [225] "21"                                  
## [226] "Adventureland"                       
## [227] "Alpha Dog"                           
## [228] "American Dreamz"                     
## [229] "Armored"                             
## [230] "Amelia"                              
## [231] "Rocket Singh: Salesman of the Year"  
## [232] "Why Did I Get Married Too?"          
## [233] "Love and Other Drugs"                
## [234] "Let Me In"                           
## [235] "Chloe"                               
## [236] "Warrior"                             
## [237] "For Colored Girls"                   
## [238] "The Social Network"                  
## [239] "Charlie St. Cloud"                   
## [240] "Eat Pray Love"                       
## [241] "The Next Three Days"                 
## [242] "Madea's Big Happy Family"            
## [243] "The Adjustment Bureau"               
## [244] "Skyline"                             
## [245] "Limitless"                           
## [246] "The Girl with the Dragon Tattoo"     
## [247] "Dolphin Tale"                        
## [248] "One Day"                             
## [249] "Abduction"                           
## [250] "Dallas Buyers Club"                  
## [251] "Dark Shadows"                        
## [252] "Cloud Atlas"                         
## [253] "Colombiana"                          
## [254] "The Conspirator"                     
## [255] "Contagion"                           
## [256] "Soul Surfer"                         
## [257] "The Tourist"                         
## [258] "The Host"                            
## [259] "Man on a Ledge"                      
## [260] "Escape Plan"                         
## [261] "The Wolf of Wall Street"             
## [262] "The Woman in Black"                  
## [263] "War Horse"                           
## [264] "Premium Rush"                        
## [265] "Red Riding Hood"                     
## [266] NA                                    
## [267] "Unknown"                             
## [268] "Water for Elephants"                 
## [269] "Gravity"                             
## [270] "The Help"                            
## [271] "The Cold Light of Day"               
## [272] "The Grey"                            
## [273] "Hanna"                               
## [274] "We Bought a Zoo"                     
## [275] "Moneyball"                           
## [276] "The Lincoln Lawyer"                  
## [277] "Big Miracle"                         
## [278] "The Great Gatsby"                    
## [279] "Source Code"                         
## [280] "If I Stay"                           
## [281] "The Hunger Games"                    
## [282] "Labor Day"                           
## [283] "Lockout"                             
## [284] "The Lucky One"                       
## [285] "Safe House"                          
## [286] "Super 8"                             
## [287] "Taken 2"                             
## [288] "The Vow"                             
## [289] "Lee Daniels' The Butler"             
## [290] "The Odd Life of Timothy Green"       
## [291] "People Like Us"                      
## [292] "Romeo & Juliet"                      
## [293] "Apollo 18"                           
## [294] "Courageous"                          
## [295] "In Time"                             
## [296] "50/50"                               
## [297] "The Ides of March"                   
## [298] "Chronicle"                           
## [299] "The Raven"                           
## [300] "Gone"                                
## [301] "Safe Haven"                          
## [302] "Tyler Perry's Good Deeds"            
## [303] "Haywire"                             
## [304] "Oblivion"                            
## [305] "Savages"                             
## [306] "Parker"                              
## [307] "Won't Back Down"                     
## [308] "Argo"                                
## [309] "Lawless"                             
## [310] "Gangster Squad"                      
## [311] "Step Up Revolution"                  
## [312] "Chasing Mavericks"                   
## [313] "Sinister"                            
## [314] "Now You See Me"                      
## [315] "Broken City"                         
## [316] "Sparkle"                             
## [317] "Captain Phillips"                    
## [318] "Tyler Perry's Temptation"            
## [319] "The Words"                           
## [320] "Trouble with the Curve"              
## [321] "Alex Cross"                          
## [322] "Beautiful Creatures"                 
## [323] "End of Watch"                        
## [324] "Cirque du Soleil: Worlds Away"       
## [325] "Killing Them Softly"                 
## [326] "Battle of the Year"                  
## [327] "Noah"                                
## [328] "42"                                  
## [329] "White House Down"                    
## [330] "Flight"                              
## [331] "Paranoia"                            
## [332] "Snitch"                              
## [333] "Jack Reacher"                        
## [334] "Dead Man Down"                       
## [335] "Atlas Shrugged: Part II"             
## [336] "Runner Runner"                       
## [337] "The Family"                          
## [338] "Last Ounce of Courage"               
## [339] "Stand Up Guys"                       
## [340] "No Good Deed"                        
## [341] "Dark Skies"                          
## [342] "Prisoners"                           
## [343] "Closed Circuit"                      
## [344] "Olympus Has Fallen"                  
## [345] "Getaway"                             
## [346] "Side Effects"                        
## [347] "The Purge"                           
## [348] "Phantom"                             
## [349] "The Monuments Men"                   
## [350] "The Call"                            
## [351] "Jobs"                                
## [352] "The Counselor"                       
## [353] "The Fifth Estate"                    
## [354] "The Maze Runner"                     
## [355] "Vampire Academy"                     
## [356] "Mandela: Long Walk to Freedom"       
## [357] "Transcendence"                       
## [358] "Fury"                                
## [359] "Mischief Night"                      
## [360] "Heaven is for Real"                  
## [361] "When the Game Stands Tall"           
## [362] "Exodus: Gods and Kings"              
## [363] "Endless Love"                        
## [364] "3 Days to Kill"                      
## [365] "One Chance"                          
## [366] "The Judge"                           
## [367] "Million Dollar Arm"                  
## [368] "Winter's Tale"                       
## [369] "Get on Up"                           
## [370] "Addicted"                            
## [371] "The Giver"                           
## [372] "Into the Storm"                      
## [373] "The Fault in Our Stars"              
## [374] "Before I Go to Sleep"                
## [375] "Son of God"                          
## [376] "Gone Girl"                           
## [377] "The Best of Me"                      
## [378] "Jersey Boys"                         
## [379] "The Purge: Anarchy"                  
## [380] "Draft Day"                           
## [381] "Step Up All In"                      
## [382] "As Above, So Below"                  
## [383] "The November Man"                    
## [384] "Left Behind"                         
## [385] "The Identical"                       
## [386] "Nightcrawler"                        
## [387] "Beyond the Lights"

LDA Topic Model Using Keywords

Estimate an LDA model and analyze topics.

##                                             [,1]       [,2]       [,3]      
## "found footage"                             "0.000008" "0.000007" "0.000008"
## 007                                         "0.000008" "0.002152" "0.000008"
## 007 (series)                                "0.000008" "0.001723" "0.000088"
## 1930s                                       "0.000008" "0.000007" "0.000008"
## 1950s                                       "0.001532" "0.000007" "0.000088"
## 1960s                                       "0.000008" "0.000007" "0.002658"
## 1970s                                       "0.000008" "0.000007" "0.001293"
## 1980s                                       "0.000008" "0.000007" "0.002417"
## 19th century                                "0.000008" "0.002724" "0.001614"
## 3d                                          "0.000008" "0.000007" "0.000008"
## 3d version                                  "0.000084" "0.000007" "0.000008"
## 80s nostalgia                               "0.000008" "0.000007" "0.000650"
## 9/11                                        "0.000008" "0.000007" "0.000008"
## abigail breslin                             "0.002142" "0.000007" "0.000008"
## absurd                                      "0.003209" "0.000007" "0.000008"
## acting                                      "0.000008" "0.005654" "0.005147"
## action                                      "0.000008" "0.023382" "0.028593"
## action packed                               "0.000008" "0.000007" "0.005388"
## action spoof                                "0.001989" "0.000007" "0.000008"
## adam sandler                                "0.007934" "0.000007" "0.000008"
## adapted from:book                           "0.000008" "0.000007" "0.000249"
## adapted from:comic                          "0.000008" "0.000007" "0.000008"
## adolf hitler                                "0.000008" "0.000007" "0.001775"
## adultery                                    "0.000008" "0.003224" "0.000008"
## adventure                                   "0.000084" "0.000007" "0.003541"
## afghanistan                                 "0.000008" "0.000007" "0.001212"
## africa                                      "0.000008" "0.000150" "0.000008"
## aging                                       "0.000008" "0.000007" "0.002577"
## alan rickman                                "0.000008" "0.000007" "0.000008"
## alcoholism                                  "0.000008" "0.000007" "0.003059"
## alien invasion                              "0.000008" "0.000007" "0.000008"
## aliens                                      "0.000008" "0.000007" "0.000008"
## alone in the world                          "0.003437" "0.000007" "0.000008"
## alternate history                           "0.000008" "0.000007" "0.003461"
## alternate reality                           "0.000008" "0.000007" "0.000008"
## alternate universe                          "0.000008" "0.000007" "0.000008"
## amanda seyfried                             "0.000008" "0.000007" "0.000008"
## amazing photography                         "0.000008" "0.000007" "0.000008"
## amnesia                                     "0.000008" "0.000007" "0.000972"
## amy adams                                   "0.000008" "0.000007" "0.000008"
## andrew garfield                             "0.000008" "0.000007" "0.000008"
## android(s)/cyborg(s)                        "0.000008" "0.000007" "0.000008"
## andy samberg                                "0.001456" "0.000007" "0.000008"
## angelina jolie                              "0.000008" "0.000007" "0.008118"
## animals                                     "0.000084" "0.000007" "0.000008"
## animated                                    "0.000008" "0.000007" "0.000008"
## animation                                   "0.000008" "0.000007" "0.000008"
## anime                                       "0.000008" "0.000007" "0.000008"
## anna kendrick                               "0.001532" "0.000007" "0.000008"
## anne hathaway                               "0.000008" "0.005440" "0.000008"
## annemari                                    "0.000008" "0.000436" "0.000008"
## anthony hopkins                             "0.000008" "0.001365" "0.000008"
## anti-hero                                   "0.000008" "0.000222" "0.000008"
## anton yelchin                               "0.000008" "0.000007" "0.000008"
## apocalypse                                  "0.008848" "0.000007" "0.000008"
## apocalyptic                                 "0.003437" "0.000007" "0.000008"
## archaeology                                 "0.000008" "0.000007" "0.000008"
## arnold schwarzenegger                       "0.000008" "0.000007" "0.002979"
## artificial intelligence                     "0.000008" "0.000007" "0.000008"
## artistic                                    "0.000008" "0.000007" "0.000008"
## ashton kutcher                              "0.000008" "0.000007" "0.000008"
## assassin                                    "0.000008" "0.000007" "0.012052"
## assassination                               "0.000008" "0.000007" "0.004906"
## asylum                                      "0.000008" "0.001866" "0.000008"
## atheism                                     "0.002827" "0.000007" "0.000008"
## atmospheric                                 "0.000008" "0.034391" "0.000008"
## audience intelligence underestimated        "0.000236" "0.000007" "0.000008"
## author:j. r. r. tolkein                     "0.000008" "0.000007" "0.000008"
## author:neil gaiman                          "0.000008" "0.000007" "0.000008"
## author:philip k. dick                       "0.000008" "0.000007" "0.001614"
## bad acting                                  "0.006791" "0.000007" "0.000088"
## bad cgi                                     "0.000922" "0.000007" "0.000008"
## bad dialogue                                "0.000008" "0.000007" "0.000008"
## bad direction                               "0.000694" "0.000007" "0.001052"
## bad ending                                  "0.000008" "0.003081" "0.001534"
## bad plot                                    "0.000008" "0.000007" "0.000169"
## bad science                                 "0.000008" "0.000007" "0.000008"
## bad script                                  "0.000008" "0.000007" "0.000008"
## bank robbery                                "0.000008" "0.004225" "0.000008"
## baseball                                    "0.000008" "0.000007" "0.003220"
## based on a book                             "0.000008" "0.005225" "0.008680"
## based on a comic                            "0.000008" "0.000865" "0.000008"
## based on a play                             "0.000084" "0.000007" "0.000088"
## based on a true story                       "0.000008" "0.000007" "0.000008"
## based on a tv show                          "0.000694" "0.000007" "0.000008"
## based on a video game                       "0.000008" "0.000007" "0.000008"
## based on true story                         "0.000008" "0.000007" "0.000008"
## batman                                      "0.000008" "0.013661" "0.000008"
## bd-video                                    "0.000389" "0.000651" "0.000811"
## beautiful                                   "0.000008" "0.000007" "0.000008"
## beautiful cinematography                    "0.000008" "0.000436" "0.002015"
## beautiful scenery                           "0.000008" "0.000007" "0.000008"
## beautifully filmed                          "0.000008" "0.001723" "0.000008"
## bechdel test:fail                           "0.000008" "0.000007" "0.005870"
## bechdel test:pass                           "0.000617" "0.000007" "0.000008"
## below r                                     "0.001151" "0.000007" "0.000008"
## ben affleck                                 "0.000008" "0.006727" "0.000972"
## ben kingsley                                "0.000008" "0.002652" "0.000008"
## ben stiller                                 "0.000008" "0.000007" "0.004906"
## betrayal                                    "0.000008" "0.000007" "0.002176"
## better than expected                        "0.000008" "0.000007" "0.003702"
## bgab lrc                                    "0.000084" "0.000793" "0.001534"
## bible                                       "0.003132" "0.000007" "0.000008"
## biblical                                    "0.003132" "0.000007" "0.000008"
## big budget                                  "0.000008" "0.000007" "0.000008"
## bill hader                                  "0.003056" "0.000007" "0.000008"
## bill murray                                 "0.009229" "0.000007" "0.000008"
## biography                                   "0.000084" "0.000007" "0.000008"
## birds                                       "0.000008" "0.000007" "0.000008"
## bittersweet                                 "0.000008" "0.000007" "0.000008"
## black comedy                                "0.005038" "0.000007" "0.006030"
## blood                                       "0.003056" "0.000007" "0.000008"
## bob*ola                                     "0.003132" "0.000222" "0.000008"
## books                                       "0.001379" "0.000007" "0.000008"
## boring                                      "0.001913" "0.000865" "0.009242"
## boston                                      "0.000312" "0.002366" "0.000008"
## boxing                                      "0.000008" "0.000007" "0.000008"
## brad pitt                                   "0.000008" "0.000007" "0.018877"
## bradley cooper                              "0.000465" "0.000007" "0.000008"
## brett northcutt                             "0.000008" "0.000007" "0.000008"
## british                                     "0.001151" "0.000007" "0.000008"
## british comedy                              "0.005419" "0.000007" "0.000008"
## bromance                                    "0.001532" "0.000007" "0.000891"
## bromantic                                   "0.001761" "0.000007" "0.000008"
## brother-brother relationship                "0.000998" "0.000007" "0.000008"
## bruce willis                                "0.000008" "0.000007" "0.016067"
## brutal                                      "0.000008" "0.000150" "0.004665"
## brutality                                   "0.000008" "0.000007" "0.002658"
## btaege                                      "0.002142" "0.000007" "0.000008"
## buddy movie                                 "0.003361" "0.000007" "0.000008"
## bullying                                    "0.000008" "0.000007" "0.000008"
## business                                    "0.000008" "0.000007" "0.000008"
## cameron diaz                                "0.000008" "0.000079" "0.004986"
## campy                                       "0.003132" "0.000007" "0.000008"
## cancer                                      "0.002065" "0.000293" "0.000008"
## cannibalism                                 "0.001684" "0.000007" "0.000008"
## captain america                             "0.000008" "0.000007" "0.000008"
## car chase                                   "0.000008" "0.002581" "0.001534"
## carey mulligan                              "0.000008" "0.001580" "0.000008"
## cars                                        "0.000008" "0.006941" "0.000008"
## cartoon                                     "0.000008" "0.000079" "0.000008"
## casey affleck                               "0.000008" "0.001794" "0.000008"
## casino                                      "0.001837" "0.000222" "0.000008"
## cast                                        "0.003209" "0.000150" "0.000088"
## catastrophe                                 "0.000008" "0.000007" "0.000008"
## cate blanchett                              "0.000008" "0.000007" "0.005468"
## cerebral                                    "0.000008" "0.000007" "0.000008"
## cgi                                         "0.000084" "0.000007" "0.000008"
## channing tatum                              "0.001608" "0.000007" "0.000008"
## character development                       "0.000389" "0.000007" "0.001534"
## characters                                  "0.000998" "0.000222" "0.000811"
## charlize theron                             "0.000008" "0.000007" "0.000008"
## chase                                       "0.000770" "0.000007" "0.000811"
## cheesy                                      "0.000008" "0.000007" "0.001212"
## chemistry between actors                    "0.000008" "0.000007" "0.000008"
## chick flick                                 "0.000008" "0.000007" "0.000088"
## childhood                                   "0.000008" "0.000007" "0.000008"
## childish                                    "0.000084" "0.000007" "0.000008"
## childish plot                               "0.000008" "0.000007" "0.000008"
## children                                    "0.000008" "0.000007" "0.000008"
## chris evans                                 "0.000008" "0.000007" "0.000008"
## chris hemsworth                             "0.000160" "0.000007" "0.000008"
## chris pratt                                 "0.000008" "0.000007" "0.000008"
## christian bale                              "0.000008" "0.020451" "0.000008"
## christianity                                "0.007781" "0.000007" "0.000008"
## christmas                                   "0.000008" "0.000007" "0.000008"
## christoph waltz                             "0.000008" "0.000007" "0.006672"
## christopher nolan                           "0.000008" "0.012803" "0.000008"
## christopher walken                          "0.002218" "0.000007" "0.000008"
## cia                                         "0.000008" "0.000007" "0.007716"
## cinematography                              "0.000008" "0.014161" "0.000008"
## city under attack                           "0.000008" "0.000007" "0.000008"
## civil war                                   "0.000008" "0.001437" "0.000008"
## classic                                     "0.001379" "0.000079" "0.000008"
## claustrophobic                              "0.002065" "0.000007" "0.000008"
## claymation                                  "0.000008" "0.000007" "0.000008"
## clearplay                                   "0.000008" "0.000007" "0.008278"
## clever                                      "0.006562" "0.001651" "0.000008"
## cliche                                      "0.007858" "0.000007" "0.000811"
## cliche characters                           "0.000008" "0.000007" "0.000008"
## clint eastwood                              "0.000008" "0.000007" "0.001775"
## clive owen                                  "0.000008" "0.003724" "0.000008"
## cloning                                     "0.000008" "0.000007" "0.001534"
## coen brothers                               "0.000008" "0.000007" "0.005388"
## cold war                                    "0.000008" "0.000007" "0.002096"
## colin farrell                               "0.002675" "0.000007" "0.000008"
## colin firth                                 "0.000008" "0.000007" "0.000008"
## college                                     "0.000008" "0.000007" "0.000008"
## colorful                                    "0.000008" "0.000007" "0.000008"
## comedy                                      "0.050765" "0.000007" "0.000008"
## comic book                                  "0.000008" "0.000007" "0.000008"
## comic book adaption                         "0.000008" "0.001151" "0.000008"
## coming of age                               "0.000008" "0.000007" "0.000008"
## complex characters                          "0.000008" "0.000007" "0.000008"
## complicated                                 "0.000008" "0.006012" "0.000008"
## complicated plot                            "0.000008" "0.001437" "0.000008"
## computer animation                          "0.000008" "0.000007" "0.000008"
## computers                                   "0.000008" "0.000007" "0.000249"
## concept                                     "0.000008" "0.000007" "0.000008"
## confusing                                   "0.000008" "0.000365" "0.000008"
## conspiracy                                  "0.000008" "0.000007" "0.011249"
## conspiracy theory                           "0.000008" "0.000079" "0.003782"
## controversial                               "0.000008" "0.000007" "0.003059"
## cooking                                     "0.000008" "0.000079" "0.000008"
## corruption                                  "0.000008" "0.008800" "0.000008"
## costume drama                               "0.000008" "0.002009" "0.000008"
## cowboys                                     "0.000008" "0.000007" "0.001614"
## creativity                                  "0.000008" "0.000007" "0.000008"
## creepy                                      "0.000008" "0.000150" "0.000008"
## crime                                       "0.000008" "0.007799" "0.000008"
## crude                                       "0.001532" "0.000007" "0.000008"
## crude humor                                 "0.009915" "0.000007" "0.000008"
## cult film                                   "0.000084" "0.000007" "0.000008"
## cultural references                         "0.000008" "0.000007" "0.000008"
## cute                                        "0.000008" "0.000079" "0.000008"
## cyborgs                                     "0.000008" "0.000007" "0.000008"
## daft punk                                   "0.000008" "0.000007" "0.000008"
## dance                                       "0.000008" "0.000007" "0.000008"
## dancing                                     "0.000008" "0.000007" "0.000008"
## daniel craig                                "0.000008" "0.007799" "0.000008"
## daniel radcliffe                            "0.000008" "0.000007" "0.000008"
## danny mcbride                               "0.001913" "0.000007" "0.000008"
## dark                                        "0.000008" "0.019379" "0.000088"
## dark comedy                                 "0.014793" "0.000007" "0.010767"
## dark fantasy                                "0.000008" "0.000007" "0.000008"
## dark hero                                   "0.000008" "0.001365" "0.000008"
## dark humor                                  "0.001837" "0.000007" "0.001373"
## david bowie                                 "0.000008" "0.001651" "0.000008"
## david fincher                               "0.000008" "0.005225" "0.000008"
## dc comics                                   "0.000008" "0.000865" "0.000008"
## death                                       "0.000008" "0.000007" "0.001132"
## death/fatality                              "0.000008" "0.000007" "0.000570"
## deception                                   "0.000008" "0.001508" "0.000008"
## demons                                      "0.002142" "0.000007" "0.000008"
## denzel washington                           "0.000084" "0.010515" "0.000008"
## depp & burton                               "0.000008" "0.000007" "0.000008"
## depressing                                  "0.003132" "0.000007" "0.000008"
## detective                                   "0.000008" "0.002295" "0.000329"
## dialogue                                    "0.001837" "0.000007" "0.010767"
## diane kruger                                "0.000008" "0.000007" "0.001855"
## dimensionalized 2-d to 3-d                  "0.000008" "0.000007" "0.000169"
## dinosaurs                                   "0.000008" "0.000007" "0.009483"
## direction                                   "0.000008" "0.001151" "0.000008"
## directorial debut                           "0.000694" "0.000007" "0.000008"
## disability                                  "0.000008" "0.000007" "0.000008"
## disappointing                               "0.004199" "0.000079" "0.000008"
## disaster                                    "0.000389" "0.000007" "0.000008"
## disease                                     "0.003666" "0.000007" "0.000008"
## disney                                      "0.000008" "0.000007" "0.000008"
## disney animated feature                     "0.000008" "0.000007" "0.000008"
## disturbing                                  "0.000084" "0.000007" "0.002577"
## divorce                                     "0.000008" "0.000007" "0.000570"
## divx                                        "0.000312" "0.000007" "0.001775"
## dogs                                        "0.000008" "0.000007" "0.000008"
## don cheadle                                 "0.000008" "0.000007" "0.001132"
## dragon                                      "0.000008" "0.000007" "0.000008"
## dragons                                     "0.000008" "0.000007" "0.000088"
## drama                                       "0.000008" "0.000579" "0.001775"
## dreamlike                                   "0.000008" "0.000007" "0.000008"
## dreams                                      "0.000008" "0.000079" "0.000008"
## dreamworks                                  "0.000008" "0.000007" "0.000008"
## drew barrymore                              "0.000008" "0.000079" "0.000008"
## drinking                                    "0.004352" "0.000079" "0.000008"
## drugs                                       "0.023176" "0.000007" "0.000008"
## dumb science                                "0.000008" "0.000007" "0.000008"
## dustin hoffman                              "0.000008" "0.000007" "0.000008"
## dvd                                         "0.001608" "0.000079" "0.000008"
## dvd-video                                   "0.000008" "0.000007" "0.000008"
## dwayne johnson                              "0.000084" "0.000007" "0.002176"
## dynamic cgi action                          "0.000160" "0.000007" "0.000008"
## dystopia                                    "0.004733" "0.000007" "0.000008"
## dystopic future                             "0.003056" "0.000007" "0.000008"
## easily confused with other movie(s) (title) "0.000312" "0.000007" "0.002497"
## ecology                                     "0.000008" "0.000007" "0.000008"
## edgar wright                                "0.001684" "0.000007" "0.000008"
## editing                                     "0.000008" "0.001723" "0.000008"
## edward norton                               "0.000008" "0.005082" "0.000008"
## effects                                     "0.000008" "0.000007" "0.000088"
## eli roth                                    "0.000008" "0.000007" "0.001614"
## elizabeth banks                             "0.002675" "0.000007" "0.000008"
## ellen page                                  "0.000008" "0.000007" "0.000008"
## emily blunt                                 "0.000008" "0.000007" "0.001293"
## emma stone                                  "0.014945" "0.000007" "0.000008"
## emma thompson                               "0.000008" "0.000007" "0.000008"
## emma watson                                 "0.000008" "0.000007" "0.000008"
## emotional                                   "0.000008" "0.000007" "0.000008"
## end of the world                            "0.002370" "0.000079" "0.000008"
## ending                                      "0.002370" "0.001508" "0.003621"
## ending kinda ruined it                      "0.000008" "0.000007" "0.001694"
## ending twist                                "0.000008" "0.002652" "0.000008"
## england                                     "0.000008" "0.000007" "0.002818"
## enigmatic                                   "0.000008" "0.001723" "0.000008"
## ensemble cast                               "0.000084" "0.004940" "0.000008"
## entertaining                                "0.000084" "0.001222" "0.000731"
## environmental                               "0.000008" "0.000007" "0.000008"
## epic                                        "0.000008" "0.000079" "0.000008"
## epidemic                                    "0.002294" "0.000007" "0.000008"
## eric bana                                   "0.000008" "0.000079" "0.001132"
## erlend's dvds                               "0.000008" "0.000007" "0.001775"
## escape                                      "0.000008" "0.000007" "0.001614"
## espionage                                   "0.000008" "0.000007" "0.017352"
## eva mendes                                  "0.001456" "0.000079" "0.000008"
## ewan mcgregor                               "0.000008" "0.000007" "0.000008"
## exaggerated                                 "0.000008" "0.000007" "0.000008"
## excellent cinematography                    "0.001379" "0.000007" "0.000008"
## excellent script                            "0.000160" "0.000007" "0.000008"
## exciting                                    "0.000008" "0.000293" "0.000329"
## exorcism                                    "0.001456" "0.000007" "0.000008"
## explosions                                  "0.000008" "0.000007" "0.001614"
## fairy tale                                  "0.000008" "0.000007" "0.000008"
## fake documentary                            "0.000008" "0.000007" "0.000008"
## family                                      "0.000008" "0.000007" "0.000008"
## fantasy                                     "0.000008" "0.000007" "0.000008"
## fantasy world                               "0.000008" "0.000007" "0.000008"
## fashion                                     "0.000008" "0.000007" "0.000008"
## fast paced                                  "0.000008" "0.000222" "0.001373"
## father daughter relationship                "0.000160" "0.000007" "0.000008"
## father-son relationship                     "0.000008" "0.000007" "0.000008"
## fbi                                         "0.000008" "0.000651" "0.001694"
## feel good                                   "0.000084" "0.000007" "0.000008"
## feel good movie                             "0.000008" "0.000007" "0.000008"
## feel-good                                   "0.000160" "0.000007" "0.000008"
## few funny scenes                            "0.001684" "0.000007" "0.000570"
## fight scenes                                "0.000008" "0.000007" "0.000088"
## fighting                                    "0.000008" "0.000007" "0.000008"
## film noir                                   "0.000008" "0.002295" "0.000008"
## flashbacks                                  "0.001075" "0.000007" "0.000570"
## flying                                      "0.000008" "0.000007" "0.000008"
## food                                        "0.000008" "0.000007" "0.000008"
## football                                    "0.000008" "0.000007" "0.000008"
## forest whitaker                             "0.000008" "0.000007" "0.002256"
## formulaic                                   "0.001532" "0.000007" "0.000008"
## found footage                               "0.000008" "0.000007" "0.000008"
## fountain of youth                           "0.000008" "0.000007" "0.000008"
## france                                      "0.000008" "0.000007" "0.000169"
## franchise                                   "0.000008" "0.006870" "0.000008"
## frank miller                                "0.000008" "0.000007" "0.000008"
## friendship                                  "0.001761" "0.000007" "0.000088"
## fun                                         "0.000008" "0.000007" "0.000008"
## funny                                       "0.037504" "0.000007" "0.008519"
## future                                      "0.000008" "0.000007" "0.000008"
## futuristic                                  "0.000008" "0.000007" "0.000008"
## gambling                                    "0.000008" "0.001937" "0.000008"
## gangsters                                   "0.000008" "0.004582" "0.000008"
## gary oldman                                 "0.000008" "0.005940" "0.000008"
## gay                                         "0.000008" "0.000007" "0.000410"
## geeks                                       "0.002065" "0.000007" "0.000008"
## geeky                                       "0.001608" "0.000007" "0.000008"
## genetics                                    "0.000008" "0.000007" "0.000008"
## geoffrey rush                               "0.000008" "0.000007" "0.000008"
## george clooney                              "0.000008" "0.000007" "0.005307"
## george lucas                                "0.000008" "0.000007" "0.000008"
## gerard butler                               "0.000008" "0.000007" "0.002738"
## germany                                     "0.000008" "0.000079" "0.001614"
## ghosts                                      "0.006409" "0.000007" "0.000008"
## giant monster                               "0.000008" "0.000007" "0.000008"
## giant robots                                "0.000008" "0.000007" "0.000008"
## good acting                                 "0.000694" "0.001580" "0.000008"
## good dialogue                               "0.002142" "0.000007" "0.000008"
## good ending                                 "0.000008" "0.001651" "0.000008"
## good soundtrack                             "0.000465" "0.000007" "0.001453"
## good story                                  "0.000008" "0.001794" "0.000008"
## good versus evil                            "0.000008" "0.000007" "0.000008"
## gore                                        "0.003971" "0.000007" "0.011570"
## gothic                                      "0.000084" "0.000007" "0.000008"
## graphic design                              "0.000008" "0.000007" "0.000008"
## gratuitous violence                         "0.000008" "0.000007" "0.002096"
## great acting                                "0.000694" "0.001151" "0.005789"
## great cast                                  "0.001075" "0.000079" "0.000008"
## great cinematography                        "0.000008" "0.000007" "0.001453"
## great ending                                "0.000008" "0.007156" "0.000008"
## great performances                          "0.000008" "0.000007" "0.002337"
## great photograpy                            "0.000008" "0.000007" "0.000008"
## great soundtrack                            "0.001151" "0.005654" "0.003702"
## great visuals                               "0.000008" "0.000007" "0.000008"
## greed                                       "0.000008" "0.000007" "0.001775"
## greek mythology                             "0.000008" "0.000007" "0.000008"
## gripping                                    "0.000008" "0.001580" "0.000008"
## gritty                                      "0.000008" "0.003224" "0.000008"
## guillermo del toro                          "0.000008" "0.000007" "0.000008"
## guns                                        "0.000922" "0.000007" "0.001052"
## guy pearce                                  "0.000008" "0.000007" "0.000088"
## guy ritchie                                 "0.000008" "0.000007" "0.003220"
## gwyneth paltrow                             "0.000008" "0.000007" "0.000008"
## hackers                                     "0.000008" "0.000007" "0.002337"
## hacking                                     "0.000008" "0.001079" "0.000008"
## halle berry                                 "0.000008" "0.000007" "0.000169"
## halloween                                   "0.000008" "0.000007" "0.000008"
## handycam                                    "0.000008" "0.000079" "0.000008"
## hans zimmer                                 "0.000008" "0.001794" "0.000008"
## happy ending                                "0.000008" "0.002152" "0.000008"
## harrison ford                               "0.000008" "0.000007" "0.000008"
## harry potter                                "0.000008" "0.000007" "0.000008"
## haunted house                               "0.003056" "0.000007" "0.000008"
## hawaii                                      "0.002294" "0.000007" "0.000008"
## hayao miyazaki                              "0.000008" "0.000007" "0.000008"
## heartbreaking                               "0.000008" "0.000007" "0.000008"
## heartwarming                                "0.000008" "0.000007" "0.000008"
## heath ledger                                "0.000008" "0.008943" "0.000008"
## heist                                       "0.000008" "0.010444" "0.000008"
## helen mirren                                "0.000008" "0.000007" "0.002658"
## helena bonham carter                        "0.000008" "0.000007" "0.000008"
## heroine in tight suit                       "0.001456" "0.000007" "0.000008"
## high school                                 "0.013878" "0.000007" "0.000008"
## highly quotable                             "0.002142" "0.000007" "0.000008"
## hilarious                                   "0.012506" "0.000007" "0.000008"
## historical                                  "0.000008" "0.000007" "0.000008"
## historically inaccurate                     "0.000008" "0.000007" "0.000008"
## history                                     "0.000008" "0.000007" "0.005307"
## hitman                                      "0.000160" "0.000007" "0.003541"
## hollywood                                   "0.000694" "0.000222" "0.001132"
## horror                                      "0.014107" "0.000007" "0.000088"
## hostage                                     "0.000008" "0.000079" "0.001775"
## hotel                                       "0.002370" "0.000007" "0.000008"
## hugh grant                                  "0.000008" "0.000007" "0.000008"
## hugh jackman                                "0.000008" "0.006655" "0.000008"
## hugo weaving                                "0.000008" "0.000007" "0.000008"
## hulk                                        "0.000008" "0.000007" "0.000008"
## human potential                             "0.000008" "0.000007" "0.000008"
## humor                                       "0.000008" "0.000007" "0.000008"
## humorous                                    "0.000084" "0.000007" "0.000008"
## humour                                      "0.000008" "0.000007" "0.001935"
## ian mckellen                                "0.000160" "0.000007" "0.000008"
## iceland                                     "0.000008" "0.000007" "0.000008"
## idris elba                                  "0.000008" "0.000007" "0.000008"
## illusions                                   "0.000008" "0.001437" "0.000008"
## imagination                                 "0.000008" "0.000007" "0.000008"
## imaginative                                 "0.000008" "0.000007" "0.000008"
## imax digital only                           "0.000846" "0.000007" "0.000008"
## imax dmr                                    "0.000160" "0.000007" "0.000008"
## imax dmr 3-d                                "0.000008" "0.000007" "0.000008"
## imdb top 250                                "0.001303" "0.005225" "0.001694"
## immortality                                 "0.000008" "0.000007" "0.000008"
## in netflix queue                            "0.000008" "0.000007" "0.001534"
## indiana jones                               "0.000008" "0.000007" "0.000008"
## infidelity                                  "0.000008" "0.001151" "0.000088"
## innovative                                  "0.000008" "0.000007" "0.000088"
## insanity                                    "0.000008" "0.005225" "0.000008"
## inspirational                               "0.000008" "0.000007" "0.000008"
## inspiring                                   "0.000008" "0.000007" "0.000008"
## intellectual                                "0.000008" "0.000007" "0.000008"
## intelligent                                 "0.000008" "0.000007" "0.001212"
## intelligent sci-fi                          "0.000008" "0.000007" "0.000008"
## intelligent thriller                        "0.000008" "0.002509" "0.000008"
## intense                                     "0.000008" "0.006155" "0.000008"
## interesting                                 "0.000008" "0.003224" "0.000008"
## interesting concept                         "0.000008" "0.000007" "0.000008"
## internet                                    "0.000008" "0.000007" "0.000008"
## inventor                                    "0.000008" "0.000007" "0.000008"
## investigation                               "0.000008" "0.001794" "0.000008"
## iran                                        "0.000008" "0.000007" "0.001935"
## iron man                                    "0.000008" "0.000007" "0.000008"
## island                                      "0.000008" "0.001937" "0.000088"
## itaege                                      "0.000008" "0.000007" "0.000008"
## italy                                       "0.000008" "0.000007" "0.001935"
## j.j. abrams                                 "0.000008" "0.000007" "0.000008"
## jack black                                  "0.000008" "0.000007" "0.008600"
## jack nicholson                              "0.000008" "0.003939" "0.000008"
## jackie chan                                 "0.000008" "0.000007" "0.000008"
## jake gyllenhaal                             "0.000008" "0.009300" "0.000008"
## james bond                                  "0.000008" "0.010086" "0.000008"
## james cameron                               "0.000008" "0.000007" "0.000008"
## james franco                                "0.005266" "0.000079" "0.000008"
## james mcavoy                                "0.000008" "0.000007" "0.001935"
## jamie foxx                                  "0.000008" "0.000007" "0.003220"
## japan                                       "0.000008" "0.000007" "0.000008"
## jar jar binks                               "0.000008" "0.000007" "0.000008"
## jason bateman                               "0.003590" "0.000007" "0.000008"
## jason segel                                 "0.005952" "0.000007" "0.000008"
## jason statham                               "0.000008" "0.000007" "0.008439"
## javier bardem                               "0.000008" "0.001437" "0.000008"
## jay baruchel                                "0.001151" "0.000007" "0.000008"
## jeff bridges                                "0.000008" "0.000007" "0.007154"
## jeff goldblum                               "0.000008" "0.000007" "0.002577"
## jennifer aniston                            "0.006105" "0.000007" "0.000008"
## jennifer connelly                           "0.000008" "0.002438" "0.000008"
## jennifer garner                             "0.001532" "0.000007" "0.000008"
## jennifer lawrence                           "0.000008" "0.000007" "0.000008"
## jeremy renner                               "0.000084" "0.001580" "0.000008"
## jesse eisenberg                             "0.002675" "0.000007" "0.000008"
## jessica alba                                "0.000008" "0.000007" "0.003220"
## jessica biel                                "0.000008" "0.002866" "0.000088"
## jet li                                      "0.000008" "0.000007" "0.003140"
## jim carrey                                  "0.000008" "0.000007" "0.005548"
## jodie foster                                "0.000008" "0.001580" "0.000008"
## john c. reilly                              "0.001532" "0.000007" "0.000008"
## john cusack                                 "0.003132" "0.000007" "0.000008"
## john goodman                                "0.000008" "0.000007" "0.001293"
## john malkovich                              "0.000008" "0.000007" "0.004986"
## john travolta                               "0.000008" "0.000007" "0.000008"
## johnny depp                                 "0.000008" "0.000007" "0.000008"
## jonah hill                                  "0.007095" "0.000007" "0.001534"
## jonossa                                     "0.000541" "0.000222" "0.000008"
## joseph gordon-levitt                        "0.000008" "0.010873" "0.000008"
## josh brolin                                 "0.000008" "0.000150" "0.001775"
## joss whedon                                 "0.001837" "0.000007" "0.000008"
## journalism                                  "0.000008" "0.004511" "0.000169"
## judd apatow                                 "0.002827" "0.000007" "0.000008"
## jude law                                    "0.000008" "0.000007" "0.008037"
## julia roberts                               "0.000008" "0.000007" "0.001614"
## julianne moore                              "0.001989" "0.000007" "0.000008"
## jungle                                      "0.000008" "0.000007" "0.001373"
## justice                                     "0.000008" "0.001580" "0.000329"
## justin long                                 "0.002294" "0.000007" "0.000008"
## justin timberlake                           "0.000008" "0.000007" "0.000008"
## kaf                                         "0.001075" "0.000007" "0.000811"
## kaiju                                       "0.000008" "0.000007" "0.000008"
## kat dennings                                "0.000312" "0.000007" "0.000008"
## kate beckinsale                             "0.001837" "0.000007" "0.000008"
## kate winslet                                "0.000084" "0.000007" "0.000008"
## katherine heigl                             "0.002142" "0.000007" "0.000008"
## keanu reeves                                "0.000008" "0.000007" "0.006030"
## keira knightley                             "0.000008" "0.000007" "0.000008"
## kevin smith                                 "0.002142" "0.000007" "0.000008"
## kevin spacey                                "0.002599" "0.000007" "0.000008"
## kidnapping                                  "0.000008" "0.001437" "0.002337"
## kids                                        "0.000008" "0.000007" "0.000008"
## kirsten dunst                               "0.000008" "0.000007" "0.000008"
## kristen bell                                "0.002370" "0.000007" "0.000008"
## kristen stewart                             "0.005876" "0.000079" "0.000008"
## kristen wiig                                "0.003209" "0.000007" "0.000008"
## kung fu                                     "0.000008" "0.000007" "0.000008"
## las vegas                                   "0.005876" "0.000007" "0.000008"
## leonardo dicaprio                           "0.000008" "0.036035" "0.000088"
## leslie mann                                 "0.001837" "0.000007" "0.000008"
## less than 300 ratings                       "0.000160" "0.000007" "0.000811"
## liam neeson                                 "0.000008" "0.000007" "0.003942"
## london                                      "0.000008" "0.003653" "0.000008"
## loneliness                                  "0.000465" "0.000007" "0.000169"
## long                                        "0.000008" "0.005225" "0.001373"
## los angeles                                 "0.000922" "0.002152" "0.000891"
## love                                        "0.000008" "0.000007" "0.000008"
## love story                                  "0.000008" "0.000007" "0.000088"
## m. night shyamalan                          "0.003742" "0.000007" "0.000008"
## mafia                                       "0.000008" "0.003653" "0.000008"
## maggie gyllenhaal                           "0.000008" "0.000793" "0.000008"
## magic                                       "0.000008" "0.010444" "0.000008"
## male nudity                                 "0.002294" "0.000007" "0.000972"
## marijuana                                   "0.002599" "0.000007" "0.000008"
## marion cotillard                            "0.000008" "0.001580" "0.000088"
## mark ruffalo                                "0.000008" "0.002509" "0.000008"
## mark wahlberg                               "0.005495" "0.001437" "0.000008"
## marriage                                    "0.000008" "0.001508" "0.000008"
## mars                                        "0.000008" "0.000079" "0.000008"
## martial arts                                "0.000008" "0.000007" "0.009804"
## martin freeman                              "0.000008" "0.000007" "0.000008"
## martin scorsese                             "0.000008" "0.011945" "0.000008"
## marvel                                      "0.000008" "0.000007" "0.000008"
## marvel cinematic universe                   "0.000008" "0.000007" "0.000008"
## matt damon                                  "0.000008" "0.005511" "0.010366"
## matthew mcconaughey                         "0.000084" "0.000007" "0.003380"
## megan fox                                   "0.000008" "0.000007" "0.000008"
## mel gibson                                  "0.000008" "0.000150" "0.002256"
## memasa's movies                             "0.000008" "0.000007" "0.000891"
## memory                                      "0.000008" "0.000079" "0.000008"
## mental illness                              "0.000160" "0.001437" "0.000008"
## meryl streep                                "0.000008" "0.000007" "0.000008"
## meta                                        "0.003132" "0.000007" "0.000088"
## mexico                                      "0.000008" "0.000007" "0.001694"
## michael bay                                 "0.000008" "0.000007" "0.000008"
## michael caine                               "0.000008" "0.010658" "0.000008"
## michael cera                                "0.005571" "0.000007" "0.000008"
## michael crichton                            "0.000008" "0.000007" "0.001614"
## michael fassbender                          "0.000008" "0.000007" "0.000731"
## michelle rodriguez                          "0.000008" "0.000007" "0.000891"
## mickey rourke                               "0.000008" "0.000007" "0.001855"
## middle east                                 "0.000008" "0.000007" "0.003220"
## mila kunis                                  "0.008010" "0.000007" "0.000008"
## military                                    "0.000008" "0.000007" "0.000008"
## milla jovovich                              "0.004657" "0.000007" "0.000008"
## mindfuck                                    "0.000008" "0.017163" "0.000008"
## minimalistic                                "0.000008" "0.001437" "0.000008"
## minions                                     "0.000008" "0.000007" "0.000008"
## mockumentary                                "0.000008" "0.000007" "0.005709"
## modern fantasy                              "0.000084" "0.000007" "0.000008"
## molt_criticada                              "0.000236" "0.000079" "0.003300"
## monster                                     "0.000084" "0.000007" "0.000008"
## monsters                                    "0.003437" "0.000007" "0.000008"
## morality                                    "0.000008" "0.002009" "0.000008"
## morgan freeman                              "0.000008" "0.017521" "0.000249"
## motivation                                  "0.000008" "0.000007" "0.000008"
## motorcycle                                  "0.000008" "0.000007" "0.000490"
## movie business                              "0.001075" "0.000007" "0.000410"
## movie to see                                "0.005114" "0.000007" "0.005307"
## multiple interpretations                    "0.000008" "0.000007" "0.000008"
## multiple roles                              "0.000008" "0.000007" "0.000008"
## multiple storylines                         "0.000008" "0.000007" "0.000008"
## murder                                      "0.000008" "0.008228" "0.008037"
## music                                       "0.000008" "0.002295" "0.000088"
## musical                                     "0.000008" "0.000007" "0.000008"
## mystery                                     "0.000008" "0.013589" "0.000008"
## mythology                                   "0.000008" "0.000007" "0.000008"
## narrated                                    "0.000008" "0.000007" "0.000008"
## natalie portman                             "0.000008" "0.000007" "0.000008"
## nature                                      "0.000008" "0.000007" "0.000008"
## nazis                                       "0.000008" "0.001222" "0.005789"
## neil gaiman                                 "0.000008" "0.000007" "0.000008"
## nerds                                       "0.001532" "0.000007" "0.000008"
## netflix                                     "0.000922" "0.001937" "0.000008"
## netflix finland                             "0.000160" "0.000579" "0.000008"
## new york                                    "0.000008" "0.000007" "0.000008"
## new york city                               "0.004123" "0.000007" "0.000008"
## nick frost                                  "0.004199" "0.000007" "0.000008"
## nicolas cage                                "0.009991" "0.000007" "0.000008"
## nicole kidman                               "0.000008" "0.000007" "0.000008"
## no plot                                     "0.001151" "0.000007" "0.000008"
## no_fa_ganes                                 "0.001151" "0.000007" "0.000490"
## nonlinear                                   "0.000008" "0.005440" "0.000008"
## noomi rapace                                "0.000008" "0.000007" "0.000169"
## nostalgic                                   "0.000008" "0.000007" "0.000008"
## not as good as the first                    "0.001684" "0.000007" "0.000088"
## not funny                                   "0.006943" "0.000007" "0.000410"
## not true to the book                        "0.000084" "0.000007" "0.000008"
## nudity                                      "0.000389" "0.000007" "0.001534"
## nudity (full frontal - notable)             "0.001684" "0.000007" "0.001212"
## nudity (full frontal)                       "0.000008" "0.000007" "0.007957"
## nudity (rear)                               "0.000008" "0.000007" "0.000008"
## nudity (topless - brief)                    "0.003818" "0.000007" "0.000008"
## nudity (topless - notable)                  "0.000008" "0.000150" "0.000008"
## nudity (topless)                            "0.017308" "0.003796" "0.001052"
## obsession                                   "0.000008" "0.003295" "0.000008"
## ocean                                       "0.000008" "0.000007" "0.000008"
## olivia wilde                                "0.000008" "0.000007" "0.000329"
## open ending                                 "0.000008" "0.000007" "0.000008"
## organized crime                             "0.000084" "0.008585" "0.000008"
## original                                    "0.004199" "0.003367" "0.000088"
## original plot                               "0.000008" "0.000007" "0.005548"
## orlando bloom                               "0.000008" "0.000007" "0.000008"
## orphans                                     "0.000008" "0.000007" "0.000008"
## oscar (best effects - visual effects)       "0.000008" "0.000007" "0.002818"
## oscar (best picture)                        "0.000008" "0.000007" "0.000008"
## oscar (best supporting actor)               "0.000008" "0.001437" "0.000570"
## oscar nom 2007                              "0.000008" "0.001079" "0.000008"
## over the top                                "0.000008" "0.000007" "0.003220"
## overrated                                   "0.002218" "0.000150" "0.001212"
## owen wilson                                 "0.000008" "0.000007" "0.000008"
## own it                                      "0.001151" "0.000007" "0.000410"
## owned                                       "0.000236" "0.001079" "0.000811"
## parallel universe                           "0.000008" "0.004582" "0.000008"
## paranoia                                    "0.000008" "0.000007" "0.001935"
## paranormal                                  "0.002446" "0.000150" "0.000008"
## paris                                       "0.000008" "0.000007" "0.000891"
## parody                                      "0.013955" "0.000007" "0.000008"
## patrick stewart                             "0.000541" "0.000007" "0.000088"
## paul giamatti                               "0.000008" "0.003152" "0.000008"
## paul rudd                                   "0.007248" "0.000007" "0.000008"
## period piece                                "0.000008" "0.000793" "0.000008"
## perrot library                              "0.000617" "0.000007" "0.002577"
## peter jackson                               "0.000008" "0.000007" "0.000008"
## pg-13                                       "0.000008" "0.001580" "0.000490"
## pg13                                        "0.000160" "0.001008" "0.000249"
## philip k. dick                              "0.000008" "0.000007" "0.006592"
## philip seymour hoffman                      "0.000008" "0.000007" "0.003782"
## philosophical                               "0.000008" "0.000007" "0.000008"
## philosophy                                  "0.000008" "0.001008" "0.000008"
## photography                                 "0.000008" "0.001151" "0.000008"
## pierce brosnan                              "0.000008" "0.000007" "0.000008"
## pirates                                     "0.000008" "0.000007" "0.000008"
## pixar                                       "0.000008" "0.000007" "0.000008"
## pixar animation                             "0.000008" "0.000007" "0.000008"
## plot                                        "0.000084" "0.001437" "0.005147"
## plot holes                                  "0.001989" "0.000007" "0.000008"
## plot twist                                  "0.000160" "0.014947" "0.000008"
## pointless                                   "0.002904" "0.000150" "0.000008"
## poker                                       "0.000008" "0.001937" "0.000008"
## police                                      "0.007324" "0.006941" "0.000008"
## police corruption                           "0.000008" "0.004654" "0.000008"
## political commentary                        "0.000008" "0.000293" "0.000008"
## politics                                    "0.000008" "0.000007" "0.005789"
## poor acting                                 "0.001684" "0.000007" "0.000008"
## poor plot                                   "0.000008" "0.000079" "0.000008"
## pop culture references                      "0.001608" "0.000007" "0.000008"
## positive thinking                           "0.000008" "0.000007" "0.000169"
## post apocalyptic                            "0.001303" "0.000007" "0.000008"
## post-apocalyptic                            "0.034684" "0.000007" "0.000008"
## potential oscar nom                         "0.000008" "0.000365" "0.001293"
## poverty                                     "0.000008" "0.000079" "0.000008"
## predictable                                 "0.005647" "0.009872" "0.000008"
## predictable ending                          "0.001456" "0.001008" "0.001855"
## pregnancy                                   "0.002142" "0.000079" "0.000008"
## prequel                                     "0.000008" "0.000007" "0.000008"
## pretentious                                 "0.000008" "0.000579" "0.000008"
## prison                                      "0.000008" "0.000293" "0.001534"
## product placement                           "0.000694" "0.001079" "0.000008"
## propaganda                                  "0.000008" "0.000007" "0.002577"
## prostitution                                "0.000008" "0.000007" "0.002096"
## psychic powers                              "0.000008" "0.001794" "0.000008"
## psychological                               "0.000008" "0.014304" "0.000008"
## psychological thriller                      "0.000008" "0.002009" "0.000008"
## psychology                                  "0.000008" "0.009872" "0.000008"
## psychopathy                                 "0.000008" "0.002652" "0.000008"
## quentin tarantino                           "0.000008" "0.000007" "0.019279"
## quirky                                      "0.000008" "0.000007" "0.000008"
## quotable                                    "0.002675" "0.000007" "0.000008"
## r                                           "0.002904" "0.003009" "0.010205"
## rachel mcadams                              "0.000008" "0.000007" "0.004103"
## rachel weisz                                "0.000008" "0.000007" "0.000008"
## racing                                      "0.000008" "0.000007" "0.000008"
## racism                                      "0.000008" "0.000007" "0.003621"
## ralph fiennes                               "0.000008" "0.000007" "0.000088"
## rape                                        "0.000008" "0.004439" "0.000008"
## rats                                        "0.000008" "0.000007" "0.000088"
## realistic                                   "0.000160" "0.000365" "0.004906"
## realistic action                            "0.000008" "0.001437" "0.000008"
## rebellion                                   "0.000008" "0.000007" "0.000008"
## reboot                                      "0.000008" "0.000007" "0.000008"
## redbox                                      "0.005190" "0.000007" "0.001212"
## redemption                                  "0.000008" "0.000007" "0.000008"
## reese witherspoon                           "0.000008" "0.000007" "0.000008"
## relationships                               "0.004276" "0.000007" "0.000008"
## religion                                    "0.004885" "0.000007" "0.000008"
## religious overtones                         "0.000008" "0.000007" "0.000008"
## remake                                      "0.003666" "0.014375" "0.000008"
## revenge                                     "0.000008" "0.003581" "0.022651"
## reviewed                                    "0.000084" "0.000007" "0.001935"
## revolution                                  "0.000008" "0.000007" "0.001132"
## ricky gervais                               "0.003437" "0.000007" "0.000008"
## ridiculous                                  "0.000008" "0.000007" "0.000329"
## ridley scott                                "0.000008" "0.002223" "0.000008"
## road trip                                   "0.006714" "0.000007" "0.000088"
## robert de niro                              "0.000008" "0.000007" "0.000972"
## robert downey jr                            "0.000008" "0.000293" "0.000008"
## robert downey jr.                           "0.000008" "0.000007" "0.011651"
## robert pattinson                            "0.002370" "0.000007" "0.000088"
## robert rodriguez                            "0.000008" "0.000007" "0.002818"
## robin williams                              "0.000008" "0.000007" "0.000008"
## robotics                                    "0.000008" "0.000007" "0.000008"
## robots                                      "0.000008" "0.000007" "0.000008"
## rock and roll                               "0.000008" "0.000007" "0.003220"
## romance                                     "0.000008" "0.000865" "0.000008"
## romantic                                    "0.000008" "0.000007" "0.000088"
## romantic comedy                             "0.000008" "0.000007" "0.000008"
## ron perlman                                 "0.000008" "0.000436" "0.000008"
## rosamund pike                               "0.000008" "0.002009" "0.000008"
## rosario dawson                              "0.001608" "0.000079" "0.000008"
## rose byrne                                  "0.001303" "0.000007" "0.000008"
## rowan atkinson                              "0.000008" "0.000007" "0.000008"
## royalty                                     "0.000008" "0.000007" "0.000008"
## russell brand                               "0.001608" "0.000007" "0.000008"
## russell crowe                               "0.000008" "0.007584" "0.000008"
## ryan gosling                                "0.000008" "0.007799" "0.000008"
## ryan reynolds                               "0.000008" "0.000079" "0.000088"
## sacha baron cohen                           "0.000008" "0.000007" "0.006994"
## sad                                         "0.000008" "0.000865" "0.004505"
## sam raimi                                   "0.001989" "0.000007" "0.000008"
## sam rockwell                                "0.000998" "0.000007" "0.000008"
## samuel l. jackson                           "0.000008" "0.000007" "0.005227"
## san francisco                               "0.000008" "0.000007" "0.000008"
## sandra bullock                              "0.000008" "0.000007" "0.000008"
## sarah jessica parker                        "0.000008" "0.000007" "0.000008"
## satire                                      "0.000008" "0.000007" "0.025461"
## scarlett johansson                          "0.000008" "0.005225" "0.000008"
## scary                                       "0.002751" "0.000007" "0.000008"
## scenic                                      "0.000008" "0.000007" "0.000169"
## sci fi                                      "0.000008" "0.000007" "0.000008"
## sci-fi                                      "0.000160" "0.000007" "0.000008"
## science                                     "0.000008" "0.000007" "0.002176"
## science fiction                             "0.000008" "0.002009" "0.000008"
## scifi                                       "0.000008" "0.000007" "0.000008"
## scotland                                    "0.000008" "0.001508" "0.000008"
## script                                      "0.000236" "0.000007" "0.000731"
## secret service                              "0.000008" "0.000007" "0.002899"
## seen at the cinema                          "0.000312" "0.000007" "0.000008"
## seen more than once                         "0.000008" "0.000436" "0.000008"
## segregation                                 "0.000008" "0.000007" "0.000650"
## self discovery                              "0.000846" "0.000007" "0.000650"
## sentimental                                 "0.000008" "0.000936" "0.000329"
## sequel                                      "0.001456" "0.000007" "0.000008"
## serial killer                               "0.000008" "0.014947" "0.000008"
## seth rogen                                  "0.013573" "0.000007" "0.000008"
## sex                                         "0.000008" "0.000007" "0.000008"
## sexuality                                   "0.002751" "0.000293" "0.000008"
## sexualized violence                         "0.000008" "0.000007" "0.000008"
## shaky camera                                "0.000008" "0.000007" "0.000008"
## shallow                                     "0.000008" "0.000007" "0.000088"
## shallow characters                          "0.000008" "0.000007" "0.000088"
## sherlock holmes                             "0.000008" "0.000007" "0.003782"
## shia labeouf                                "0.000008" "0.000007" "0.000088"
## short-term memory loss                      "0.000008" "0.000007" "0.000088"
## sigourney weaver                            "0.001227" "0.000007" "0.000008"
## silly                                       "0.006257" "0.000007" "0.000008"
## simon pegg                                  "0.009306" "0.000007" "0.000088"
## singing                                     "0.000008" "0.000007" "0.000008"
## slapstick                                   "0.001761" "0.000007" "0.000008"
## slasher                                     "0.001532" "0.000293" "0.000008"
## slavery                                     "0.000008" "0.000007" "0.003140"
## slow                                        "0.000008" "0.001866" "0.003220"
## slow motion                                 "0.000084" "0.000007" "0.001694"
## slow paced                                  "0.000008" "0.000007" "0.002256"
## slow start                                  "0.002142" "0.000007" "0.000008"
## small town                                  "0.004885" "0.000007" "0.000008"
## smart                                       "0.000008" "0.000007" "0.000008"
## smuggling                                   "0.000008" "0.001437" "0.000008"
## sniper                                      "0.000008" "0.000007" "0.002497"
## so bad it's good                            "0.001303" "0.000007" "0.000008"
## social commentary                           "0.000008" "0.000007" "0.007797"
## sociopath                                   "0.000008" "0.001580" "0.000008"
## soundtrack                                  "0.000008" "0.002295" "0.004264"
## south africa                                "0.000008" "0.000865" "0.000008"
## south america                               "0.000008" "0.000007" "0.000008"
## space                                       "0.000008" "0.000007" "0.000008"
## space travel                                "0.000008" "0.000007" "0.000008"
## spaghetti western                           "0.000008" "0.000007" "0.003380"
## special effects                             "0.000008" "0.000007" "0.000008"
## spider-man                                  "0.000008" "0.000007" "0.000008"
## spies                                       "0.000008" "0.003009" "0.000410"
## sports                                      "0.000008" "0.000007" "0.000008"
## spy                                         "0.000008" "0.000007" "0.006994"
## spy thriller                                "0.000008" "0.000007" "0.002818"
## stage magic                                 "0.000008" "0.002795" "0.000008"
## star trek                                   "0.000008" "0.000007" "0.000008"
## star wars                                   "0.000008" "0.000007" "0.000008"
## steampunk                                   "0.000008" "0.005726" "0.000008"
## stephen king                                "0.003590" "0.000007" "0.000008"
## stereoscopic 3-d                            "0.000008" "0.000007" "0.000008"
## steve carell                                "0.010449" "0.000007" "0.000008"
## steve martin                                "0.000008" "0.000007" "0.000088"
## steven soderbergh                           "0.000694" "0.000007" "0.000972"
## steven spielberg                            "0.000008" "0.000007" "0.006672"
## stoner movie                                "0.002142" "0.000007" "0.000008"
## stop motion                                 "0.000008" "0.000007" "0.000008"
## story                                       "0.002218" "0.001723" "0.001453"
## storytelling                                "0.000008" "0.000436" "0.000008"
## stranded                                    "0.000008" "0.000007" "0.000008"
## strippers                                   "0.002980" "0.000007" "0.000008"
## strong female lead                          "0.000008" "0.000079" "0.005468"
## studio ghibli                               "0.000008" "0.000007" "0.000008"
## stupid                                      "0.011897" "0.000007" "0.002096"
## stupid as hell                              "0.000084" "0.000007" "0.001534"
## stupid ending                               "0.001608" "0.000865" "0.000008"
## stupid stereotypes                          "0.001684" "0.000007" "0.000088"
## stupidity                                   "0.000008" "0.000007" "0.001614"
## stylish                                     "0.000008" "0.000293" "0.002337"
## stylistic                                   "0.001227" "0.000293" "0.000008"
## stylized                                    "0.000008" "0.009514" "0.000008"
## stylized violence                           "0.001379" "0.000007" "0.000088"
## suicide                                     "0.000008" "0.000007" "0.000008"
## super hero                                  "0.000008" "0.000007" "0.000008"
## superficial                                 "0.000008" "0.000007" "0.000972"
## superhero                                   "0.000008" "0.001294" "0.000008"
## superhero team                              "0.000008" "0.000007" "0.000008"
## superheroes                                 "0.000008" "0.000007" "0.000008"
## superman                                    "0.000008" "0.000079" "0.000008"
## supernatural                                "0.005952" "0.000007" "0.000008"
## supernatural powers                         "0.000008" "0.000007" "0.000008"
## superpowers                                 "0.000008" "0.000007" "0.000008"
## surprise ending                             "0.000008" "0.003581" "0.000008"
## surprisingly good                           "0.001532" "0.000007" "0.000008"
## surreal                                     "0.000008" "0.000079" "0.000008"
## surrealism                                  "0.000008" "0.000007" "0.002497"
## surveillance                                "0.000008" "0.000007" "0.001614"
## survival                                    "0.011440" "0.000007" "0.000008"
## suspense                                    "0.000008" "0.014232" "0.003220"
## suspenseful                                 "0.000389" "0.000007" "0.002899"
## sweet                                       "0.000008" "0.000007" "0.000008"
## sword fight                                 "0.000008" "0.000007" "0.000008"
## sylvester stallone                          "0.000008" "0.000007" "0.004906"
## talking animals                             "0.000008" "0.000007" "0.000008"
## tasteless                                   "0.000008" "0.000007" "0.001935"
## tear jerker                                 "0.000008" "0.000007" "0.000008"
## technology                                  "0.000008" "0.000007" "0.000008"
## teen                                        "0.004276" "0.000007" "0.000008"
## teen movie                                  "0.005038" "0.000007" "0.000008"
## teenagers                                   "0.000084" "0.000007" "0.000008"
## teleportation                               "0.000008" "0.002152" "0.000008"
## tense                                       "0.000846" "0.006512" "0.006432"
## terrorism                                   "0.000008" "0.000007" "0.004023"
## the avengers                                "0.000008" "0.000007" "0.000008"
## thought provoking                           "0.000008" "0.000007" "0.000008"
## thought-provoking                           "0.000008" "0.002438" "0.000008"
## thriller                                    "0.000008" "0.019379" "0.004585"
## thrilling                                   "0.000008" "0.000007" "0.001775"
## tim burton                                  "0.000008" "0.000007" "0.000008"
## time                                        "0.000008" "0.001437" "0.000008"
## time loop                                   "0.000008" "0.000007" "0.000008"
## time travel                                 "0.000008" "0.000007" "0.000008"
## timothy olyphant                            "0.001532" "0.000007" "0.000008"
## tina fey                                    "0.002446" "0.000007" "0.000008"
## to see                                      "0.000312" "0.000079" "0.001855"
## tolkien                                     "0.000008" "0.000007" "0.000008"
## tom cruise                                  "0.000008" "0.000079" "0.006271"
## tom hanks                                   "0.000008" "0.000007" "0.000008"
## tom hardy                                   "0.000008" "0.003367" "0.000008"
## tom hiddleston                              "0.000008" "0.000007" "0.000008"
## too long                                    "0.000008" "0.003152" "0.002015"
## torrential downpour                         "0.000008" "0.000007" "0.000008"
## torture                                     "0.000008" "0.000007" "0.007235"
## touching                                    "0.000008" "0.000007" "0.000008"
## toys                                        "0.000008" "0.000007" "0.000008"
## trains                                      "0.000084" "0.002080" "0.000008"
## transformation                              "0.000008" "0.000007" "0.000008"
## travel                                      "0.000008" "0.000007" "0.000008"
## treasure                                    "0.000008" "0.000007" "0.000008"
## treasure hunt                               "0.000008" "0.000007" "0.002818"
## true story                                  "0.000008" "0.000007" "0.000008"
## tumey's dvds                                "0.000389" "0.000150" "0.000329"
## twist                                       "0.000008" "0.003939" "0.000249"
## twist ending                                "0.000008" "0.050117" "0.000008"
## twisted ending                              "0.000008" "0.002080" "0.000008"
## twists & turns                              "0.001303" "0.003224" "0.000891"
## undercover cop                              "0.000008" "0.003724" "0.000008"
## underdog                                    "0.000008" "0.000007" "0.000891"
## unfunny                                     "0.002980" "0.000007" "0.000008"
## unintentional comedy                        "0.002904" "0.000007" "0.000008"
## unintentionally funny                       "0.000617" "0.000007" "0.000008"
## unique                                      "0.000008" "0.000007" "0.000008"
## unlikeable characters                       "0.004428" "0.000007" "0.000008"
## unoriginal                                  "0.000008" "0.000722" "0.000088"
## unpredictable                               "0.000008" "0.006083" "0.000008"
## unrealistic                                 "0.000465" "0.000222" "0.009724"
## unsatisfying ending                         "0.000008" "0.001437" "0.000008"
## unusual plot structure                      "0.000008" "0.000007" "0.001614"
## us president                                "0.000008" "0.000007" "0.001534"
## usa                                         "0.000008" "0.000007" "0.003220"
## vampire                                     "0.003894" "0.000007" "0.000008"
## vampires                                    "0.013878" "0.000007" "0.000008"
## video game adaptation                       "0.001151" "0.000007" "0.001694"
## video games                                 "0.000008" "0.000007" "0.000008"
## viggo mortensen                             "0.001761" "0.000007" "0.000008"
## vigilante                                   "0.000008" "0.002938" "0.000008"
## vikings                                     "0.000008" "0.000007" "0.000008"
## vin diesel                                  "0.000008" "0.000007" "0.000008"
## vince vaughn                                "0.002218" "0.000007" "0.000008"
## violence                                    "0.000846" "0.010158" "0.016709"
## violent                                     "0.000008" "0.004010" "0.013096"
## virginity                                   "0.002142" "0.000007" "0.000008"
## virtual reality                             "0.000008" "0.000007" "0.000008"
## virus                                       "0.006105" "0.000007" "0.000008"
## visual                                      "0.000008" "0.000007" "0.000008"
## visual effects                              "0.000008" "0.000007" "0.000008"
## visually appealing                          "0.000008" "0.000007" "0.004023"
## visually stunning                           "0.000008" "0.000007" "0.000008"
## visuals                                     "0.000008" "0.000007" "0.000008"
## vulgar                                      "0.001684" "0.000007" "0.000008"
## wall street                                 "0.000008" "0.001580" "0.000008"
## war                                         "0.000008" "0.000007" "0.003621"
## watch the credits                           "0.001684" "0.000079" "0.000008"
## watched                                     "0.000008" "0.001151" "0.000008"
## watched 2007                                "0.000008" "0.000508" "0.001212"
## weak ending                                 "0.002294" "0.000007" "0.000008"
## weak plot                                   "0.000008" "0.000007" "0.002096"
## weak story                                  "0.000541" "0.000007" "0.000008"
## weapons                                     "0.000008" "0.000007" "0.000008"
## wedding                                     "0.000008" "0.000007" "0.000008"
## weird                                       "0.000998" "0.000222" "0.002176"
## werewolves                                  "0.003285" "0.000007" "0.000008"
## western                                     "0.000008" "0.000007" "0.007395"
## whimsical                                   "0.000008" "0.000007" "0.000008"
## will ferrell                                "0.007629" "0.000007" "0.000008"
## will smith                                  "0.005342" "0.000007" "0.000008"
## willem dafoe                                "0.000160" "0.000293" "0.001293"
## witty                                       "0.008391" "0.000007" "0.000008"
## woody harrelson                             "0.007172" "0.000007" "0.000008"
## world war ii                                "0.000008" "0.000007" "0.012855"
## writers                                     "0.000008" "0.000007" "0.000008"
## writing                                     "0.000008" "0.000079" "0.000008"
## x-men                                       "0.000008" "0.000007" "0.000008"
## zac efron                                   "0.001608" "0.000007" "0.000008"
## zach galifianakis                           "0.007248" "0.000007" "0.000008"
## zack snyder                                 "0.000008" "0.000007" "0.000008"
## zombies                                     "0.026225" "0.000007" "0.000008"
## zooey deschanel                             "0.000008" "0.000007" "0.005147"
##                                             [,4]       [,5]       [,6]      
## "found footage"                             "0.000008" "0.000006" "0.002389"
## 007                                         "0.000008" "0.000006" "0.000007"
## 007 (series)                                "0.000008" "0.000006" "0.000007"
## 1930s                                       "0.002730" "0.000006" "0.000082"
## 1950s                                       "0.000008" "0.000006" "0.000007"
## 1960s                                       "0.000008" "0.000061" "0.000007"
## 1970s                                       "0.000328" "0.000006" "0.000305"
## 1980s                                       "0.000008" "0.000675" "0.000007"
## 19th century                                "0.000008" "0.000006" "0.000007"
## 3d                                          "0.000728" "0.004469" "0.006855"
## 3d version                                  "0.000008" "0.000731" "0.001124"
## 80s nostalgia                               "0.000008" "0.000787" "0.000007"
## 9/11                                        "0.002249" "0.000006" "0.000082"
## abigail breslin                             "0.000008" "0.000006" "0.000007"
## absurd                                      "0.000008" "0.000117" "0.000007"
## acting                                      "0.000008" "0.001456" "0.000007"
## action                                      "0.000088" "0.042741" "0.001422"
## action packed                               "0.000008" "0.000731" "0.000007"
## action spoof                                "0.000008" "0.000006" "0.000007"
## adam sandler                                "0.000008" "0.000006" "0.000007"
## adapted from:book                           "0.002410" "0.000006" "0.010130"
## adapted from:comic                          "0.000008" "0.005864" "0.000007"
## adolf hitler                                "0.000008" "0.000006" "0.000007"
## adultery                                    "0.000008" "0.000061" "0.000007"
## adventure                                   "0.012416" "0.009769" "0.016010"
## afghanistan                                 "0.000008" "0.000452" "0.000007"
## africa                                      "0.004651" "0.000006" "0.000007"
## aging                                       "0.000008" "0.000006" "0.000007"
## alan rickman                                "0.000008" "0.000006" "0.004845"
## alcoholism                                  "0.000008" "0.000006" "0.000007"
## alien invasion                              "0.000008" "0.006756" "0.000007"
## aliens                                      "0.000008" "0.035711" "0.000007"
## alone in the world                          "0.000008" "0.000006" "0.000007"
## alternate history                           "0.000008" "0.001902" "0.000007"
## alternate reality                           "0.000008" "0.000396" "0.028961"
## alternate universe                          "0.000008" "0.000006" "0.001496"
## amanda seyfried                             "0.002570" "0.000006" "0.000007"
## amazing photography                         "0.000008" "0.000006" "0.001496"
## amnesia                                     "0.000008" "0.002070" "0.000007"
## amy adams                                   "0.003370" "0.000006" "0.000007"
## andrew garfield                             "0.000809" "0.001679" "0.000007"
## android(s)/cyborg(s)                        "0.000008" "0.001791" "0.000007"
## andy samberg                                "0.000168" "0.000006" "0.000007"
## angelina jolie                              "0.000008" "0.000006" "0.000007"
## animals                                     "0.004011" "0.000006" "0.001645"
## animated                                    "0.009854" "0.000006" "0.000082"
## animation                                   "0.065889" "0.000006" "0.000007"
## anime                                       "0.003130" "0.000285" "0.000007"
## anna kendrick                               "0.000008" "0.000006" "0.000007"
## anne hathaway                               "0.002570" "0.000006" "0.000975"
## annemari                                    "0.001849" "0.000006" "0.000007"
## anthony hopkins                             "0.000008" "0.001512" "0.000007"
## anti-hero                                   "0.008013" "0.000006" "0.000454"
## anton yelchin                               "0.000008" "0.001177" "0.000082"
## apocalypse                                  "0.000008" "0.000006" "0.000007"
## apocalyptic                                 "0.000008" "0.000117" "0.000007"
## archaeology                                 "0.000008" "0.001233" "0.000007"
## arnold schwarzenegger                       "0.000008" "0.000006" "0.000007"
## artificial intelligence                     "0.000008" "0.006198" "0.000007"
## artistic                                    "0.000008" "0.000006" "0.005515"
## ashton kutcher                              "0.001689" "0.000006" "0.000007"
## assassin                                    "0.000008" "0.000006" "0.000007"
## assassination                               "0.000008" "0.000006" "0.000007"
## asylum                                      "0.000008" "0.000006" "0.000007"
## atheism                                     "0.000088" "0.000006" "0.000007"
## atmospheric                                 "0.000008" "0.000006" "0.012884"
## audience intelligence underestimated        "0.000008" "0.007314" "0.000007"
## author:j. r. r. tolkein                     "0.000008" "0.000006" "0.001719"
## author:neil gaiman                          "0.000008" "0.000006" "0.001645"
## author:philip k. dick                       "0.000008" "0.000006" "0.000007"
## bad acting                                  "0.001049" "0.004859" "0.000007"
## bad cgi                                     "0.000008" "0.001345" "0.000007"
## bad dialogue                                "0.000889" "0.000731" "0.000007"
## bad direction                               "0.000008" "0.000229" "0.000007"
## bad ending                                  "0.000008" "0.001400" "0.000007"
## bad plot                                    "0.000008" "0.007537" "0.000007"
## bad science                                 "0.000008" "0.010383" "0.000007"
## bad script                                  "0.000008" "0.003744" "0.000007"
## bank robbery                                "0.000008" "0.000006" "0.000007"
## baseball                                    "0.000008" "0.000006" "0.000007"
## based on a book                             "0.000088" "0.000006" "0.045113"
## based on a comic                            "0.000008" "0.008430" "0.003059"
## based on a play                             "0.000008" "0.000006" "0.001868"
## based on a true story                       "0.024583" "0.000006" "0.000007"
## based on a tv show                          "0.004571" "0.000508" "0.000007"
## based on a video game                       "0.000008" "0.000006" "0.001645"
## based on true story                         "0.002329" "0.000006" "0.000007"
## batman                                      "0.000008" "0.000006" "0.000007"
## bd-video                                    "0.003690" "0.002126" "0.000007"
## beautiful                                   "0.002650" "0.000173" "0.005441"
## beautiful cinematography                    "0.000008" "0.000061" "0.001049"
## beautiful scenery                           "0.000008" "0.003465" "0.003878"
## beautifully filmed                          "0.000008" "0.000006" "0.000007"
## bechdel test:fail                           "0.002089" "0.002349" "0.000380"
## bechdel test:pass                           "0.004651" "0.000675" "0.002910"
## below r                                     "0.006252" "0.000006" "0.000007"
## ben affleck                                 "0.000008" "0.000006" "0.000007"
## ben kingsley                                "0.000008" "0.001624" "0.000007"
## ben stiller                                 "0.000008" "0.000006" "0.001273"
## betrayal                                    "0.000248" "0.000006" "0.000007"
## better than expected                        "0.000008" "0.000508" "0.000007"
## bgab lrc                                    "0.000008" "0.000006" "0.000007"
## bible                                       "0.000008" "0.000006" "0.000007"
## biblical                                    "0.000008" "0.000006" "0.000007"
## big budget                                  "0.000008" "0.003018" "0.005441"
## bill hader                                  "0.000008" "0.000006" "0.000007"
## bill murray                                 "0.000008" "0.000006" "0.000007"
## biography                                   "0.001769" "0.000006" "0.000007"
## birds                                       "0.001689" "0.000006" "0.000007"
## bittersweet                                 "0.009214" "0.000006" "0.000007"
## black comedy                                "0.000008" "0.000006" "0.000007"
## blood                                       "0.000008" "0.000006" "0.001645"
## bob*ola                                     "0.005131" "0.000006" "0.000007"
## books                                       "0.000168" "0.000061" "0.000007"
## boring                                      "0.000728" "0.003520" "0.005515"
## boston                                      "0.000008" "0.000006" "0.000007"
## boxing                                      "0.000008" "0.001345" "0.000007"
## brad pitt                                   "0.000008" "0.000006" "0.000007"
## bradley cooper                              "0.000008" "0.000006" "0.004176"
## brett northcutt                             "0.000008" "0.000452" "0.000975"
## british                                     "0.000008" "0.000006" "0.004176"
## british comedy                              "0.000008" "0.000006" "0.000007"
## bromance                                    "0.000008" "0.000006" "0.000007"
## bromantic                                   "0.000008" "0.000006" "0.000007"
## brother-brother relationship                "0.000889" "0.000006" "0.000007"
## bruce willis                                "0.000008" "0.000006" "0.000007"
## brutal                                      "0.000008" "0.000006" "0.000007"
## brutality                                   "0.000008" "0.000006" "0.000007"
## btaege                                      "0.000008" "0.001010" "0.000007"
## buddy movie                                 "0.000648" "0.000006" "0.000007"
## bullying                                    "0.000008" "0.000006" "0.002240"
## business                                    "0.003450" "0.000006" "0.000007"
## cameron diaz                                "0.000008" "0.000006" "0.000007"
## campy                                       "0.000008" "0.000006" "0.000007"
## cancer                                      "0.000008" "0.000006" "0.000231"
## cannibalism                                 "0.000008" "0.000006" "0.003580"
## captain america                             "0.000008" "0.001958" "0.000007"
## car chase                                   "0.000008" "0.000006" "0.000007"
## carey mulligan                              "0.000008" "0.000006" "0.000007"
## cars                                        "0.000008" "0.000006" "0.000007"
## cartoon                                     "0.002329" "0.000006" "0.000007"
## casey affleck                               "0.000008" "0.000006" "0.000007"
## casino                                      "0.000008" "0.000006" "0.000007"
## cast                                        "0.000008" "0.000006" "0.000007"
## catastrophe                                 "0.002169" "0.000006" "0.000007"
## cate blanchett                              "0.000008" "0.000006" "0.000007"
## cerebral                                    "0.000008" "0.000006" "0.004176"
## cgi                                         "0.002490" "0.008430" "0.002315"
## channing tatum                              "0.000088" "0.000006" "0.000007"
## character development                       "0.000008" "0.000006" "0.000007"
## characters                                  "0.002009" "0.000842" "0.000007"
## charlize theron                             "0.000008" "0.003967" "0.000007"
## chase                                       "0.000008" "0.000006" "0.000007"
## cheesy                                      "0.000008" "0.005752" "0.000082"
## chemistry between actors                    "0.001929" "0.000006" "0.000007"
## chick flick                                 "0.009054" "0.000006" "0.000007"
## childhood                                   "0.002410" "0.000006" "0.000007"
## childish                                    "0.000088" "0.005027" "0.000677"
## childish plot                               "0.000008" "0.002126" "0.000007"
## children                                    "0.009694" "0.000006" "0.000007"
## chris evans                                 "0.000008" "0.003297" "0.000007"
## chris hemsworth                             "0.000008" "0.002516" "0.000007"
## chris pratt                                 "0.000008" "0.001289" "0.000007"
## christian bale                              "0.000008" "0.000006" "0.000007"
## christianity                                "0.000008" "0.000006" "0.000007"
## christmas                                   "0.000008" "0.000285" "0.004324"
## christoph waltz                             "0.000248" "0.000006" "0.000007"
## christopher nolan                           "0.000008" "0.000006" "0.000007"
## christopher walken                          "0.000008" "0.000061" "0.000007"
## cia                                         "0.000008" "0.000006" "0.000007"
## cinematography                              "0.000008" "0.000006" "0.013852"
## city under attack                           "0.000008" "0.000006" "0.001794"
## civil war                                   "0.000008" "0.000006" "0.000007"
## classic                                     "0.004091" "0.000006" "0.000007"
## claustrophobic                              "0.000008" "0.000006" "0.000007"
## claymation                                  "0.000008" "0.000006" "0.003878"
## clearplay                                   "0.000008" "0.000006" "0.000007"
## clever                                      "0.001049" "0.000006" "0.007451"
## cliche                                      "0.000008" "0.003744" "0.000007"
## cliche characters                           "0.000008" "0.001233" "0.000007"
## clint eastwood                              "0.000008" "0.000006" "0.000007"
## clive owen                                  "0.000008" "0.000006" "0.000007"
## cloning                                     "0.000008" "0.000898" "0.000007"
## coen brothers                               "0.000008" "0.000006" "0.000082"
## cold war                                    "0.000008" "0.001233" "0.000082"
## colin farrell                               "0.000008" "0.000006" "0.000007"
## colin firth                                 "0.003450" "0.000006" "0.000007"
## college                                     "0.004491" "0.000006" "0.000156"
## colorful                                    "0.000568" "0.000842" "0.000007"
## comedy                                      "0.012416" "0.000006" "0.000007"
## comic book                                  "0.000008" "0.030300" "0.000007"
## comic book adaption                         "0.000008" "0.001400" "0.000007"
## coming of age                               "0.005371" "0.000006" "0.003878"
## complex characters                          "0.002890" "0.000006" "0.000007"
## complicated                                 "0.000008" "0.000006" "0.006557"
## complicated plot                            "0.000008" "0.000006" "0.000007"
## computer animation                          "0.012256" "0.000006" "0.000007"
## computers                                   "0.007453" "0.000006" "0.000007"
## concept                                     "0.000008" "0.000117" "0.002315"
## confusing                                   "0.000008" "0.000229" "0.001198"
## conspiracy                                  "0.000008" "0.000006" "0.000007"
## conspiracy theory                           "0.000008" "0.000006" "0.000007"
## controversial                               "0.000008" "0.000006" "0.000007"
## cooking                                     "0.003450" "0.000006" "0.000007"
## corruption                                  "0.000008" "0.000006" "0.000007"
## costume drama                               "0.000008" "0.000006" "0.000007"
## cowboys                                     "0.000008" "0.000006" "0.000007"
## creativity                                  "0.000328" "0.000006" "0.001347"
## creepy                                      "0.000008" "0.000006" "0.003878"
## crime                                       "0.000008" "0.000006" "0.000007"
## crude                                       "0.000008" "0.000006" "0.000007"
## crude humor                                 "0.000008" "0.000006" "0.002687"
## cult film                                   "0.000008" "0.000006" "0.002985"
## cultural references                         "0.000008" "0.000006" "0.002389"
## cute                                        "0.012256" "0.000006" "0.000007"
## cyborgs                                     "0.000008" "0.001624" "0.000007"
## daft punk                                   "0.000008" "0.000061" "0.001571"
## dance                                       "0.003050" "0.000006" "0.000007"
## dancing                                     "0.001609" "0.000006" "0.000007"
## daniel craig                                "0.000008" "0.000061" "0.000007"
## daniel radcliffe                            "0.000008" "0.000006" "0.003208"
## danny mcbride                               "0.000008" "0.000006" "0.000007"
## dark                                        "0.000008" "0.000006" "0.006111"
## dark comedy                                 "0.000008" "0.000006" "0.000007"
## dark fantasy                                "0.000008" "0.000006" "0.003803"
## dark hero                                   "0.000008" "0.001233" "0.000007"
## dark humor                                  "0.000008" "0.000006" "0.000007"
## david bowie                                 "0.000008" "0.000006" "0.000007"
## david fincher                               "0.001929" "0.000006" "0.000007"
## dc comics                                   "0.000008" "0.000731" "0.000007"
## death                                       "0.000008" "0.000061" "0.003803"
## death/fatality                              "0.001449" "0.000006" "0.000007"
## deception                                   "0.000008" "0.000006" "0.000007"
## demons                                      "0.000008" "0.000006" "0.000007"
## denzel washington                           "0.000008" "0.000006" "0.000007"
## depp & burton                               "0.000008" "0.000006" "0.002166"
## depressing                                  "0.002329" "0.000006" "0.000156"
## detective                                   "0.000008" "0.000006" "0.000007"
## dialogue                                    "0.000008" "0.000842" "0.000305"
## diane kruger                                "0.000008" "0.000061" "0.000007"
## dimensionalized 2-d to 3-d                  "0.000008" "0.002293" "0.000007"
## dinosaurs                                   "0.000008" "0.000117" "0.000007"
## direction                                   "0.000008" "0.000006" "0.001422"
## directorial debut                           "0.000008" "0.001568" "0.000007"
## disability                                  "0.001849" "0.000006" "0.000007"
## disappointing                               "0.000008" "0.000006" "0.005292"
## disaster                                    "0.003370" "0.000006" "0.000007"
## disease                                     "0.000008" "0.000006" "0.000380"
## disney                                      "0.025384" "0.000006" "0.000007"
## disney animated feature                     "0.001769" "0.000006" "0.000007"
## disturbing                                  "0.000008" "0.000006" "0.000007"
## divorce                                     "0.001449" "0.000006" "0.000007"
## divx                                        "0.000328" "0.000006" "0.000007"
## dogs                                        "0.003930" "0.000006" "0.000007"
## don cheadle                                 "0.000008" "0.001121" "0.000007"
## dragon                                      "0.001289" "0.000006" "0.001571"
## dragons                                     "0.006412" "0.000006" "0.000007"
## drama                                       "0.009934" "0.000006" "0.001868"
## dreamlike                                   "0.000008" "0.000006" "0.008790"
## dreams                                      "0.003210" "0.000006" "0.005962"
## dreamworks                                  "0.004491" "0.000006" "0.000007"
## drew barrymore                              "0.003130" "0.000061" "0.000007"
## drinking                                    "0.000008" "0.000006" "0.000007"
## drugs                                       "0.000008" "0.000006" "0.000007"
## dumb science                                "0.000008" "0.001121" "0.000007"
## dustin hoffman                              "0.000008" "0.000006" "0.003431"
## dvd                                         "0.001049" "0.000898" "0.000007"
## dvd-video                                   "0.002089" "0.000563" "0.000528"
## dwayne johnson                              "0.000008" "0.000006" "0.000007"
## dynamic cgi action                          "0.000008" "0.001121" "0.000082"
## dystopia                                    "0.000008" "0.027957" "0.001868"
## dystopic future                             "0.000008" "0.000006" "0.000082"
## easily confused with other movie(s) (title) "0.000008" "0.000006" "0.000007"
## ecology                                     "0.000008" "0.001456" "0.000007"
## edgar wright                                "0.000008" "0.000006" "0.001198"
## editing                                     "0.000008" "0.000006" "0.000156"
## edward norton                               "0.000008" "0.000452" "0.000007"
## effects                                     "0.000008" "0.003074" "0.000007"
## eli roth                                    "0.000008" "0.000006" "0.000007"
## elizabeth banks                             "0.000008" "0.000061" "0.000007"
## ellen page                                  "0.000008" "0.000006" "0.005813"
## emily blunt                                 "0.000408" "0.003074" "0.000007"
## emma stone                                  "0.000008" "0.000006" "0.000007"
## emma thompson                               "0.000008" "0.000006" "0.002017"
## emma watson                                 "0.000008" "0.000006" "0.003729"
## emotional                                   "0.007693" "0.000006" "0.002910"
## end of the world                            "0.000008" "0.000006" "0.000007"
## ending                                      "0.000008" "0.001400" "0.000975"
## ending kinda ruined it                      "0.000008" "0.000061" "0.000007"
## ending twist                                "0.000008" "0.000006" "0.000007"
## england                                     "0.002970" "0.000006" "0.000901"
## enigmatic                                   "0.000008" "0.000006" "0.000007"
## ensemble cast                               "0.000008" "0.000842" "0.000007"
## entertaining                                "0.000648" "0.000006" "0.002613"
## environmental                               "0.000728" "0.003018" "0.000007"
## epic                                        "0.000008" "0.000006" "0.006111"
## epidemic                                    "0.000008" "0.000006" "0.000007"
## eric bana                                   "0.000008" "0.000731" "0.000007"
## erlend's dvds                               "0.001209" "0.000340" "0.001273"
## escape                                      "0.000008" "0.000006" "0.000007"
## espionage                                   "0.000008" "0.000006" "0.000007"
## eva mendes                                  "0.000008" "0.000006" "0.000082"
## ewan mcgregor                               "0.000008" "0.001902" "0.000007"
## exaggerated                                 "0.000008" "0.000006" "0.002166"
## excellent cinematography                    "0.000008" "0.000452" "0.000007"
## excellent script                            "0.001609" "0.000006" "0.000007"
## exciting                                    "0.000008" "0.000731" "0.000007"
## exorcism                                    "0.000008" "0.000061" "0.000007"
## explosions                                  "0.000008" "0.000340" "0.000007"
## fairy tale                                  "0.000008" "0.000006" "0.012735"
## fake documentary                            "0.000008" "0.001233" "0.000007"
## family                                      "0.011375" "0.000006" "0.000007"
## fantasy                                     "0.000008" "0.000006" "0.039754"
## fantasy world                               "0.000008" "0.000006" "0.007525"
## fashion                                     "0.004171" "0.000006" "0.000007"
## fast paced                                  "0.000008" "0.003074" "0.000007"
## father daughter relationship                "0.002570" "0.000061" "0.000007"
## father-son relationship                     "0.012656" "0.000006" "0.000007"
## fbi                                         "0.000168" "0.000006" "0.000007"
## feel good                                   "0.001609" "0.000006" "0.000007"
## feel good movie                             "0.003770" "0.000006" "0.000007"
## feel-good                                   "0.005932" "0.000006" "0.000007"
## few funny scenes                            "0.000008" "0.000006" "0.000007"
## fight scenes                                "0.000008" "0.000006" "0.004250"
## fighting                                    "0.000008" "0.001066" "0.000305"
## film noir                                   "0.000088" "0.000006" "0.000007"
## flashbacks                                  "0.000008" "0.000006" "0.000082"
## flying                                      "0.001689" "0.000173" "0.000082"
## food                                        "0.003610" "0.000006" "0.000007"
## football                                    "0.002650" "0.000006" "0.000007"
## forest whitaker                             "0.000008" "0.000006" "0.000007"
## formulaic                                   "0.000008" "0.000006" "0.000007"
## found footage                               "0.000008" "0.000006" "0.003059"
## fountain of youth                           "0.000008" "0.000006" "0.001645"
## france                                      "0.004891" "0.000006" "0.000007"
## franchise                                   "0.000008" "0.008820" "0.005292"
## frank miller                                "0.000008" "0.000006" "0.002240"
## friendship                                  "0.018099" "0.000006" "0.000007"
## fun                                         "0.003850" "0.005027" "0.000007"
## funny                                       "0.031628" "0.001679" "0.000007"
## future                                      "0.000008" "0.013005" "0.000007"
## futuristic                                  "0.000088" "0.007091" "0.000007"
## gambling                                    "0.000008" "0.000061" "0.000007"
## gangsters                                   "0.000008" "0.000006" "0.000007"
## gary oldman                                 "0.000008" "0.000006" "0.000007"
## gay                                         "0.000008" "0.000006" "0.001347"
## geeks                                       "0.000008" "0.000006" "0.000305"
## geeky                                       "0.000008" "0.000006" "0.001943"
## genetics                                    "0.000088" "0.007091" "0.000156"
## geoffrey rush                               "0.000889" "0.000006" "0.000752"
## george clooney                              "0.000008" "0.000006" "0.000007"
## george lucas                                "0.000008" "0.001456" "0.000007"
## gerard butler                               "0.000889" "0.000006" "0.001571"
## germany                                     "0.000008" "0.000061" "0.000007"
## ghosts                                      "0.000008" "0.000006" "0.000603"
## giant monster                               "0.000008" "0.000006" "0.002985"
## giant robots                                "0.000008" "0.003744" "0.000007"
## good acting                                 "0.000008" "0.000006" "0.000007"
## good dialogue                               "0.000008" "0.000006" "0.000007"
## good ending                                 "0.000008" "0.000285" "0.000007"
## good soundtrack                             "0.000008" "0.000061" "0.000007"
## good story                                  "0.000008" "0.000006" "0.000007"
## good versus evil                            "0.001529" "0.000006" "0.001571"
## gore                                        "0.000008" "0.000006" "0.000007"
## gothic                                      "0.000008" "0.000006" "0.005962"
## graphic design                              "0.000008" "0.002628" "0.000007"
## gratuitous violence                         "0.000008" "0.000006" "0.000007"
## great acting                                "0.000008" "0.000006" "0.001273"
## great cast                                  "0.000008" "0.000396" "0.000752"
## great cinematography                        "0.000008" "0.000006" "0.001347"
## great ending                                "0.000008" "0.000173" "0.000007"
## great performances                          "0.001129" "0.000006" "0.000007"
## great photograpy                            "0.000008" "0.000006" "0.001868"
## great soundtrack                            "0.000008" "0.002739" "0.005888"
## great visuals                               "0.000008" "0.000898" "0.000454"
## greed                                       "0.000008" "0.000006" "0.000007"
## greek mythology                             "0.000008" "0.000006" "0.002017"
## gripping                                    "0.000008" "0.000006" "0.000007"
## gritty                                      "0.000248" "0.000006" "0.000007"
## guillermo del toro                          "0.000008" "0.002460" "0.000007"
## guns                                        "0.000008" "0.000006" "0.000007"
## guy pearce                                  "0.000889" "0.000619" "0.000007"
## guy ritchie                                 "0.000008" "0.000006" "0.000007"
## gwyneth paltrow                             "0.000008" "0.003688" "0.000007"
## hackers                                     "0.000008" "0.000006" "0.000007"
## hacking                                     "0.002009" "0.000006" "0.000007"
## halle berry                                 "0.000008" "0.000452" "0.000826"
## halloween                                   "0.000008" "0.000006" "0.002538"
## handycam                                    "0.000008" "0.000006" "0.001719"
## hans zimmer                                 "0.000328" "0.000006" "0.000082"
## happy ending                                "0.007293" "0.000006" "0.000007"
## harrison ford                               "0.000008" "0.002349" "0.000007"
## harry potter                                "0.000008" "0.000006" "0.004622"
## haunted house                               "0.000008" "0.000006" "0.000007"
## hawaii                                      "0.000008" "0.000061" "0.000007"
## hayao miyazaki                              "0.001929" "0.000006" "0.000007"
## heartbreaking                               "0.003690" "0.000675" "0.000231"
## heartwarming                                "0.008413" "0.000006" "0.000007"
## heath ledger                                "0.000008" "0.000006" "0.000007"
## heist                                       "0.000008" "0.000006" "0.000007"
## helen mirren                                "0.000008" "0.000006" "0.000007"
## helena bonham carter                        "0.001209" "0.000006" "0.005441"
## heroine in tight suit                       "0.000008" "0.000117" "0.000007"
## high school                                 "0.000008" "0.000006" "0.000007"
## highly quotable                             "0.000008" "0.000006" "0.000007"
## hilarious                                   "0.000008" "0.000006" "0.000007"
## historical                                  "0.007853" "0.000006" "0.001273"
## historically inaccurate                     "0.000088" "0.000006" "0.002092"
## history                                     "0.001049" "0.000006" "0.000528"
## hitman                                      "0.000008" "0.000006" "0.000007"
## hollywood                                   "0.000008" "0.000006" "0.000082"
## horror                                      "0.000008" "0.000229" "0.000007"
## hostage                                     "0.000008" "0.000006" "0.000007"
## hotel                                       "0.000008" "0.000006" "0.000007"
## hugh grant                                  "0.001849" "0.000006" "0.000603"
## hugh jackman                                "0.000008" "0.005027" "0.000677"
## hugo weaving                                "0.000008" "0.001121" "0.000454"
## hulk                                        "0.000008" "0.001345" "0.000007"
## human potential                             "0.000008" "0.000006" "0.001943"
## humor                                       "0.000008" "0.005640" "0.000007"
## humorous                                    "0.003690" "0.003855" "0.001347"
## humour                                      "0.000008" "0.000619" "0.000082"
## ian mckellen                                "0.000008" "0.000006" "0.001943"
## iceland                                     "0.000008" "0.000006" "0.001794"
## idris elba                                  "0.000008" "0.001568" "0.000007"
## illusions                                   "0.000008" "0.000006" "0.000007"
## imagination                                 "0.001689" "0.000006" "0.002613"
## imaginative                                 "0.000168" "0.000006" "0.001347"
## imax digital only                           "0.000008" "0.002851" "0.000528"
## imax dmr                                    "0.000088" "0.002572" "0.001347"
## imax dmr 3-d                                "0.000008" "0.001456" "0.003357"
## imdb top 250                                "0.002169" "0.001791" "0.000305"
## immortality                                 "0.000008" "0.000006" "0.003803"
## in netflix queue                            "0.001529" "0.000006" "0.000007"
## indiana jones                               "0.000008" "0.001177" "0.000007"
## infidelity                                  "0.001449" "0.000006" "0.000007"
## innovative                                  "0.001049" "0.000006" "0.001049"
## insanity                                    "0.000008" "0.000006" "0.000603"
## inspirational                               "0.008493" "0.000006" "0.002464"
## inspiring                                   "0.002089" "0.000006" "0.000007"
## intellectual                                "0.000008" "0.000006" "0.004697"
## intelligent                                 "0.000008" "0.003297" "0.000007"
## intelligent sci-fi                          "0.000008" "0.003688" "0.000007"
## intelligent thriller                        "0.000008" "0.000006" "0.000007"
## intense                                     "0.000008" "0.000563" "0.000007"
## interesting                                 "0.000008" "0.000006" "0.000007"
## interesting concept                         "0.000008" "0.001902" "0.000007"
## internet                                    "0.002329" "0.000006" "0.000007"
## inventor                                    "0.001689" "0.000006" "0.000007"
## investigation                               "0.000008" "0.000006" "0.000007"
## iran                                        "0.000008" "0.000006" "0.000007"
## iron man                                    "0.000008" "0.003186" "0.000007"
## island                                      "0.000008" "0.000006" "0.000454"
## itaege                                      "0.003450" "0.000006" "0.000007"
## italy                                       "0.000008" "0.000006" "0.000007"
## j.j. abrams                                 "0.000008" "0.002349" "0.000007"
## jack black                                  "0.000008" "0.000006" "0.000007"
## jack nicholson                              "0.000008" "0.000006" "0.000007"
## jackie chan                                 "0.002249" "0.000006" "0.000007"
## jake gyllenhaal                             "0.000008" "0.000006" "0.000007"
## james bond                                  "0.000008" "0.000006" "0.000007"
## james cameron                               "0.000889" "0.001958" "0.000007"
## james franco                                "0.000008" "0.000006" "0.000007"
## james mcavoy                                "0.000008" "0.001847" "0.000007"
## jamie foxx                                  "0.000008" "0.000006" "0.000007"
## japan                                       "0.003210" "0.000006" "0.000007"
## jar jar binks                               "0.000008" "0.001177" "0.000007"
## jason bateman                               "0.000008" "0.000061" "0.000007"
## jason segel                                 "0.000008" "0.000006" "0.000007"
## jason statham                               "0.000008" "0.000006" "0.000007"
## javier bardem                               "0.000008" "0.000006" "0.000007"
## jay baruchel                                "0.000408" "0.000006" "0.000082"
## jeff bridges                                "0.000008" "0.001010" "0.000007"
## jeff goldblum                               "0.000008" "0.000006" "0.000082"
## jennifer aniston                            "0.000008" "0.000006" "0.000007"
## jennifer connelly                           "0.000008" "0.000006" "0.000007"
## jennifer garner                             "0.000008" "0.000006" "0.000007"
## jennifer lawrence                           "0.000008" "0.003576" "0.000007"
## jeremy renner                               "0.000008" "0.000006" "0.000007"
## jesse eisenberg                             "0.003530" "0.000006" "0.000007"
## jessica alba                                "0.000008" "0.000006" "0.000007"
## jessica biel                                "0.000008" "0.000006" "0.000007"
## jet li                                      "0.000008" "0.000006" "0.000007"
## jim carrey                                  "0.000008" "0.000006" "0.000007"
## jodie foster                                "0.000008" "0.000787" "0.000007"
## john c. reilly                              "0.000568" "0.000006" "0.000007"
## john cusack                                 "0.000008" "0.000006" "0.000007"
## john goodman                                "0.001129" "0.000006" "0.000082"
## john malkovich                              "0.000008" "0.000006" "0.000007"
## john travolta                               "0.002490" "0.000006" "0.000082"
## johnny depp                                 "0.000008" "0.000006" "0.022039"
## jonah hill                                  "0.000008" "0.000006" "0.000007"
## jonossa                                     "0.000889" "0.000061" "0.000007"
## joseph gordon-levitt                        "0.000088" "0.000006" "0.000007"
## josh brolin                                 "0.000088" "0.000006" "0.000231"
## joss whedon                                 "0.000008" "0.001456" "0.000007"
## journalism                                  "0.000008" "0.000006" "0.000007"
## judd apatow                                 "0.000008" "0.000006" "0.000007"
## jude law                                    "0.000008" "0.000006" "0.000007"
## julia roberts                               "0.000008" "0.000006" "0.000082"
## julianne moore                              "0.000008" "0.000006" "0.000007"
## jungle                                      "0.000008" "0.000508" "0.000007"
## justice                                     "0.000088" "0.001624" "0.000007"
## justin long                                 "0.000008" "0.000006" "0.000007"
## justin timberlake                           "0.002490" "0.000285" "0.000007"
## kaf                                         "0.001289" "0.000285" "0.000007"
## kaiju                                       "0.000008" "0.001121" "0.000007"
## kat dennings                                "0.000008" "0.001456" "0.000007"
## kate beckinsale                             "0.000008" "0.000006" "0.000007"
## kate winslet                                "0.005612" "0.000006" "0.000007"
## katherine heigl                             "0.001929" "0.000006" "0.000007"
## keanu reeves                                "0.000008" "0.000006" "0.000007"
## keira knightley                             "0.000008" "0.000006" "0.004473"
## kevin smith                                 "0.000008" "0.000006" "0.000007"
## kevin spacey                                "0.000008" "0.000117" "0.000007"
## kidnapping                                  "0.000008" "0.000006" "0.000007"
## kids                                        "0.001609" "0.000006" "0.000082"
## kirsten dunst                               "0.001049" "0.000787" "0.000007"
## kristen bell                                "0.000008" "0.000006" "0.000007"
## kristen stewart                             "0.000008" "0.000006" "0.000007"
## kristen wiig                                "0.000008" "0.000006" "0.000007"
## kung fu                                     "0.003690" "0.000006" "0.000007"
## las vegas                                   "0.000008" "0.000006" "0.000007"
## leonardo dicaprio                           "0.000008" "0.000006" "0.000007"
## leslie mann                                 "0.000008" "0.000006" "0.000007"
## less than 300 ratings                       "0.003530" "0.000006" "0.000007"
## liam neeson                                 "0.000008" "0.002907" "0.000007"
## london                                      "0.000488" "0.000006" "0.000007"
## loneliness                                  "0.002089" "0.000006" "0.000007"
## long                                        "0.000168" "0.001066" "0.001273"
## los angeles                                 "0.000088" "0.000006" "0.000007"
## love                                        "0.003290" "0.000006" "0.003580"
## love story                                  "0.009294" "0.000117" "0.000007"
## m. night shyamalan                          "0.000008" "0.000006" "0.000007"
## mafia                                       "0.000008" "0.000006" "0.000007"
## maggie gyllenhaal                           "0.000008" "0.000006" "0.002836"
## magic                                       "0.000008" "0.000006" "0.015489"
## male nudity                                 "0.000008" "0.000006" "0.001049"
## marijuana                                   "0.000008" "0.000006" "0.000007"
## marion cotillard                            "0.000008" "0.000006" "0.000007"
## mark ruffalo                                "0.000008" "0.001400" "0.000007"
## mark wahlberg                               "0.000008" "0.000006" "0.000007"
## marriage                                    "0.001049" "0.000061" "0.000007"
## mars                                        "0.000008" "0.001679" "0.000007"
## martial arts                                "0.000088" "0.000006" "0.000007"
## martin freeman                              "0.000008" "0.000061" "0.001719"
## martin scorsese                             "0.000008" "0.000006" "0.000007"
## marvel                                      "0.000008" "0.021875" "0.000007"
## marvel cinematic universe                   "0.000008" "0.004804" "0.000007"
## matt damon                                  "0.000008" "0.000006" "0.000007"
## matthew mcconaughey                         "0.000008" "0.000006" "0.000007"
## megan fox                                   "0.000008" "0.002572" "0.000007"
## mel gibson                                  "0.000008" "0.000006" "0.000007"
## memasa's movies                             "0.000008" "0.000006" "0.001049"
## memory                                      "0.000008" "0.000006" "0.004250"
## mental illness                              "0.000008" "0.000006" "0.000007"
## meryl streep                                "0.004731" "0.000006" "0.000007"
## meta                                        "0.000008" "0.000006" "0.000007"
## mexico                                      "0.000008" "0.000006" "0.000007"
## michael bay                                 "0.000008" "0.001902" "0.000007"
## michael caine                               "0.000008" "0.000006" "0.000007"
## michael cera                                "0.000008" "0.000006" "0.002985"
## michael crichton                            "0.000008" "0.000006" "0.000007"
## michael fassbender                          "0.000008" "0.003353" "0.000007"
## michelle rodriguez                          "0.000008" "0.000731" "0.000007"
## mickey rourke                               "0.000008" "0.000340" "0.000007"
## middle east                                 "0.000008" "0.000006" "0.000007"
## mila kunis                                  "0.000168" "0.000006" "0.000007"
## military                                    "0.000008" "0.009323" "0.000007"
## milla jovovich                              "0.000008" "0.000006" "0.000007"
## mindfuck                                    "0.000008" "0.000006" "0.000007"
## minimalistic                                "0.000008" "0.000006" "0.000007"
## minions                                     "0.001769" "0.000006" "0.000007"
## mockumentary                                "0.000008" "0.001679" "0.000007"
## modern fantasy                              "0.000008" "0.000006" "0.003059"
## molt_criticada                              "0.000008" "0.000006" "0.000007"
## monster                                     "0.000008" "0.000006" "0.004250"
## monsters                                    "0.000008" "0.000006" "0.000082"
## morality                                    "0.000008" "0.000229" "0.000007"
## morgan freeman                              "0.000008" "0.000006" "0.000007"
## motivation                                  "0.001769" "0.000006" "0.000007"
## motorcycle                                  "0.000008" "0.001400" "0.000007"
## movie business                              "0.000008" "0.000006" "0.000156"
## movie to see                                "0.004491" "0.000006" "0.000007"
## multiple interpretations                    "0.000008" "0.000006" "0.002985"
## multiple roles                              "0.000008" "0.000006" "0.001943"
## multiple storylines                         "0.000008" "0.000006" "0.009535"
## murder                                      "0.000008" "0.000006" "0.000007"
## music                                       "0.001449" "0.000006" "0.014522"
## musical                                     "0.005932" "0.000006" "0.007748"
## mystery                                     "0.000008" "0.000006" "0.000007"
## mythology                                   "0.000168" "0.002405" "0.000528"
## narrated                                    "0.000008" "0.000006" "0.003357"
## natalie portman                             "0.000168" "0.005864" "0.000007"
## nature                                      "0.000889" "0.000563" "0.000007"
## nazis                                       "0.000008" "0.000117" "0.000007"
## neil gaiman                                 "0.000008" "0.000006" "0.002836"
## nerds                                       "0.001929" "0.000006" "0.000082"
## netflix                                     "0.000248" "0.000006" "0.000305"
## netflix finland                             "0.000008" "0.000285" "0.001124"
## new york                                    "0.004171" "0.000006" "0.000007"
## new york city                               "0.004091" "0.000396" "0.004324"
## nick frost                                  "0.000008" "0.000006" "0.000007"
## nicolas cage                                "0.000008" "0.000006" "0.000007"
## nicole kidman                               "0.000008" "0.000006" "0.002240"
## no plot                                     "0.000008" "0.000563" "0.000007"
## no_fa_ganes                                 "0.000008" "0.000006" "0.000007"
## nonlinear                                   "0.000008" "0.000006" "0.000454"
## noomi rapace                                "0.000008" "0.001066" "0.000007"
## nostalgic                                   "0.002730" "0.000006" "0.000007"
## not as good as the first                    "0.000008" "0.000173" "0.000007"
## not funny                                   "0.000008" "0.000006" "0.000082"
## not true to the book                        "0.000008" "0.000006" "0.002761"
## nudity                                      "0.000008" "0.000006" "0.000007"
## nudity (full frontal - notable)             "0.000008" "0.000006" "0.000007"
## nudity (full frontal)                       "0.000008" "0.000006" "0.000007"
## nudity (rear)                               "0.003130" "0.000006" "0.000007"
## nudity (topless - brief)                    "0.000008" "0.000006" "0.000007"
## nudity (topless - notable)                  "0.002890" "0.000006" "0.000007"
## nudity (topless)                            "0.000008" "0.000006" "0.007897"
## obsession                                   "0.000008" "0.000006" "0.000007"
## ocean                                       "0.002570" "0.000006" "0.001571"
## olivia wilde                                "0.000088" "0.001345" "0.000007"
## open ending                                 "0.000008" "0.000006" "0.001496"
## organized crime                             "0.000008" "0.000006" "0.000007"
## original                                    "0.000008" "0.000006" "0.000007"
## original plot                               "0.000008" "0.002460" "0.000826"
## orlando bloom                               "0.000008" "0.000006" "0.003059"
## orphans                                     "0.002009" "0.000006" "0.000007"
## oscar (best effects - visual effects)       "0.000008" "0.000006" "0.000007"
## oscar (best picture)                        "0.004011" "0.000006" "0.000007"
## oscar (best supporting actor)               "0.000008" "0.000006" "0.000007"
## oscar nom 2007                              "0.001129" "0.000006" "0.000007"
## over the top                                "0.000088" "0.000061" "0.000156"
## overrated                                   "0.001449" "0.001847" "0.000007"
## owen wilson                                 "0.002810" "0.000006" "0.000007"
## own it                                      "0.000008" "0.000006" "0.000007"
## owned                                       "0.001129" "0.000006" "0.000007"
## parallel universe                           "0.000008" "0.000006" "0.000082"
## paranoia                                    "0.000008" "0.000006" "0.000007"
## paranormal                                  "0.000008" "0.000061" "0.000007"
## paris                                       "0.004011" "0.000006" "0.002017"
## parody                                      "0.000008" "0.000006" "0.000007"
## patrick stewart                             "0.000008" "0.001233" "0.000007"
## paul giamatti                               "0.000008" "0.000006" "0.000007"
## paul rudd                                   "0.000008" "0.000006" "0.000007"
## period piece                                "0.000328" "0.000006" "0.000901"
## perrot library                              "0.001769" "0.000117" "0.000007"
## peter jackson                               "0.000008" "0.001177" "0.002761"
## pg-13                                       "0.000248" "0.001624" "0.000826"
## pg13                                        "0.000008" "0.000006" "0.000305"
## philip k. dick                              "0.000008" "0.000006" "0.000007"
## philip seymour hoffman                      "0.000008" "0.000006" "0.000007"
## philosophical                               "0.000008" "0.000006" "0.003506"
## philosophy                                  "0.000008" "0.000006" "0.006260"
## photography                                 "0.000008" "0.000006" "0.000901"
## pierce brosnan                              "0.001609" "0.000006" "0.000007"
## pirates                                     "0.000008" "0.000061" "0.008567"
## pixar                                       "0.052361" "0.000006" "0.000007"
## pixar animation                             "0.002410" "0.000006" "0.000007"
## plot                                        "0.000248" "0.002405" "0.000007"
## plot holes                                  "0.000088" "0.009044" "0.000231"
## plot twist                                  "0.000168" "0.000006" "0.000007"
## pointless                                   "0.000008" "0.000006" "0.000007"
## poker                                       "0.000008" "0.000006" "0.000007"
## police                                      "0.000008" "0.000006" "0.000007"
## police corruption                           "0.000008" "0.000006" "0.000007"
## political commentary                        "0.000008" "0.001121" "0.000007"
## politics                                    "0.001529" "0.001735" "0.000007"
## poor acting                                 "0.000008" "0.000006" "0.000007"
## poor plot                                   "0.000008" "0.001568" "0.000082"
## pop culture references                      "0.000008" "0.000006" "0.000007"
## positive thinking                           "0.000008" "0.000006" "0.001571"
## post apocalyptic                            "0.003290" "0.000006" "0.000007"
## post-apocalyptic                            "0.000008" "0.007370" "0.000007"
## potential oscar nom                         "0.000328" "0.000006" "0.000156"
## poverty                                     "0.001129" "0.000340" "0.000007"
## predictable                                 "0.016098" "0.020704" "0.000007"
## predictable ending                          "0.000008" "0.000006" "0.000007"
## pregnancy                                   "0.000008" "0.000006" "0.000007"
## prequel                                     "0.000008" "0.001735" "0.000007"
## pretentious                                 "0.000008" "0.000006" "0.001719"
## prison                                      "0.000008" "0.000006" "0.000007"
## product placement                           "0.000008" "0.000842" "0.000007"
## propaganda                                  "0.000008" "0.000173" "0.000007"
## prostitution                                "0.000008" "0.000006" "0.000007"
## psychic powers                              "0.000008" "0.000006" "0.000007"
## psychological                               "0.000008" "0.000006" "0.000007"
## psychological thriller                      "0.000008" "0.000006" "0.000007"
## psychology                                  "0.000008" "0.000006" "0.000007"
## psychopathy                                 "0.000008" "0.000006" "0.000007"
## quentin tarantino                           "0.000008" "0.000006" "0.000007"
## quirky                                      "0.005291" "0.000061" "0.008493"
## quotable                                    "0.000008" "0.000006" "0.000007"
## r                                           "0.000168" "0.000006" "0.000007"
## rachel mcadams                              "0.000008" "0.000006" "0.000007"
## rachel weisz                                "0.000648" "0.000006" "0.001273"
## racing                                      "0.002410" "0.000006" "0.000007"
## racism                                      "0.000568" "0.001735" "0.000007"
## ralph fiennes                               "0.000008" "0.000006" "0.002017"
## rape                                        "0.000008" "0.000006" "0.002092"
## rats                                        "0.001849" "0.000006" "0.000007"
## realistic                                   "0.000008" "0.000229" "0.000007"
## realistic action                            "0.000008" "0.000006" "0.000007"
## rebellion                                   "0.000008" "0.000006" "0.002538"
## reboot                                      "0.000008" "0.001345" "0.000007"
## redbox                                      "0.000008" "0.000006" "0.002761"
## redemption                                  "0.001529" "0.001958" "0.000082"
## reese witherspoon                           "0.001929" "0.000006" "0.000007"
## relationships                               "0.000008" "0.000006" "0.000007"
## religion                                    "0.000008" "0.001066" "0.005888"
## religious overtones                         "0.000008" "0.001289" "0.001347"
## remake                                      "0.000008" "0.000006" "0.001347"
## revenge                                     "0.000008" "0.000006" "0.000007"
## reviewed                                    "0.000408" "0.000006" "0.000007"
## revolution                                  "0.000008" "0.002126" "0.000007"
## ricky gervais                               "0.000008" "0.000006" "0.000156"
## ridiculous                                  "0.000008" "0.004580" "0.000007"
## ridley scott                                "0.000008" "0.002070" "0.000007"
## road trip                                   "0.000008" "0.000006" "0.000007"
## robert de niro                              "0.000008" "0.000006" "0.004176"
## robert downey jr                            "0.000008" "0.001010" "0.000007"
## robert downey jr.                           "0.000008" "0.014734" "0.000007"
## robert pattinson                            "0.000008" "0.000006" "0.000007"
## robert rodriguez                            "0.000008" "0.000006" "0.000007"
## robin williams                              "0.003130" "0.000006" "0.000082"
## robotics                                    "0.001209" "0.000396" "0.000007"
## robots                                      "0.000008" "0.016575" "0.000007"
## rock and roll                               "0.000008" "0.000006" "0.000007"
## romance                                     "0.030747" "0.002572" "0.004027"
## romantic                                    "0.004251" "0.000006" "0.000007"
## romantic comedy                             "0.006972" "0.000006" "0.000007"
## ron perlman                                 "0.000008" "0.001679" "0.000007"
## rosamund pike                               "0.000008" "0.000006" "0.000007"
## rosario dawson                              "0.000008" "0.000006" "0.000007"
## rose byrne                                  "0.000008" "0.000229" "0.000007"
## rowan atkinson                              "0.001609" "0.000006" "0.000007"
## royalty                                     "0.002570" "0.000006" "0.000007"
## russell brand                               "0.000008" "0.000006" "0.000007"
## russell crowe                               "0.000008" "0.000006" "0.000007"
## ryan gosling                                "0.000008" "0.000006" "0.000007"
## ryan reynolds                               "0.004251" "0.000787" "0.000007"
## sacha baron cohen                           "0.000248" "0.000006" "0.000305"
## sad                                         "0.000408" "0.000006" "0.000007"
## sam raimi                                   "0.000008" "0.000006" "0.000007"
## sam rockwell                                "0.000008" "0.001400" "0.000007"
## samuel l. jackson                           "0.000008" "0.004915" "0.000007"
## san francisco                               "0.001609" "0.000006" "0.000007"
## sandra bullock                              "0.006012" "0.000006" "0.000007"
## sarah jessica parker                        "0.002570" "0.000006" "0.000007"
## satire                                      "0.000008" "0.000006" "0.000007"
## scarlett johansson                          "0.000008" "0.008988" "0.000007"
## scary                                       "0.000008" "0.000787" "0.000082"
## scenic                                      "0.000008" "0.001010" "0.002092"
## sci fi                                      "0.000008" "0.002684" "0.000007"
## sci-fi                                      "0.000008" "0.076327" "0.014670"
## science                                     "0.000008" "0.000117" "0.000007"
## science fiction                             "0.000008" "0.009657" "0.000007"
## scifi                                       "0.000008" "0.004246" "0.000007"
## scotland                                    "0.001689" "0.000006" "0.000007"
## script                                      "0.000728" "0.001958" "0.000677"
## secret service                              "0.000008" "0.000006" "0.000007"
## seen at the cinema                          "0.001449" "0.000006" "0.000380"
## seen more than once                         "0.002410" "0.000006" "0.000007"
## segregation                                 "0.000008" "0.001345" "0.000007"
## self discovery                              "0.000008" "0.000173" "0.000007"
## sentimental                                 "0.001449" "0.000117" "0.000231"
## sequel                                      "0.000008" "0.004859" "0.005218"
## serial killer                               "0.000008" "0.000006" "0.000007"
## seth rogen                                  "0.000008" "0.000006" "0.000007"
## sex                                         "0.002410" "0.000006" "0.000007"
## sexuality                                   "0.000008" "0.000006" "0.000007"
## sexualized violence                         "0.000008" "0.000006" "0.001571"
## shaky camera                                "0.000008" "0.000006" "0.004548"
## shallow                                     "0.000008" "0.000675" "0.001645"
## shallow characters                          "0.000008" "0.001289" "0.000007"
## sherlock holmes                             "0.000008" "0.000006" "0.000007"
## shia labeouf                                "0.000008" "0.002684" "0.000007"
## short-term memory loss                      "0.002169" "0.000006" "0.000231"
## sigourney weaver                            "0.000008" "0.001791" "0.000007"
## silly                                       "0.000328" "0.005696" "0.000007"
## simon pegg                                  "0.000008" "0.002126" "0.000007"
## singing                                     "0.002410" "0.000006" "0.000082"
## slapstick                                   "0.000008" "0.000006" "0.000007"
## slasher                                     "0.000008" "0.000006" "0.000007"
## slavery                                     "0.000008" "0.000006" "0.000007"
## slow                                        "0.000889" "0.000006" "0.002017"
## slow motion                                 "0.000008" "0.000006" "0.000007"
## slow paced                                  "0.000168" "0.000396" "0.000603"
## slow start                                  "0.000008" "0.000006" "0.000007"
## small town                                  "0.000008" "0.000006" "0.000007"
## smart                                       "0.000008" "0.000006" "0.003655"
## smuggling                                   "0.000008" "0.000006" "0.000007"
## sniper                                      "0.000008" "0.000006" "0.000007"
## so bad it's good                            "0.000008" "0.000340" "0.000082"
## social commentary                           "0.000008" "0.015460" "0.000007"
## sociopath                                   "0.000008" "0.000006" "0.000007"
## soundtrack                                  "0.001209" "0.000006" "0.007599"
## south africa                                "0.000008" "0.001512" "0.000007"
## south america                               "0.001609" "0.000006" "0.000007"
## space                                       "0.000008" "0.016799" "0.000007"
## space travel                                "0.000008" "0.005250" "0.000007"
## spaghetti western                           "0.000008" "0.000006" "0.000007"
## special effects                             "0.000008" "0.012503" "0.000677"
## spider-man                                  "0.000008" "0.001121" "0.000007"
## spies                                       "0.000008" "0.000006" "0.000007"
## sports                                      "0.007773" "0.000006" "0.000007"
## spy                                         "0.000008" "0.000006" "0.000007"
## spy thriller                                "0.000008" "0.000006" "0.000007"
## stage magic                                 "0.000008" "0.000006" "0.000007"
## star trek                                   "0.000008" "0.006310" "0.000007"
## star wars                                   "0.000008" "0.002795" "0.000007"
## steampunk                                   "0.000008" "0.000006" "0.000007"
## stephen king                                "0.000008" "0.000006" "0.000007"
## stereoscopic 3-d                            "0.005131" "0.000006" "0.002985"
## steve carell                                "0.000008" "0.000006" "0.000007"
## steve martin                                "0.001529" "0.000006" "0.000007"
## steven soderbergh                           "0.000248" "0.000006" "0.000007"
## steven spielberg                            "0.000008" "0.001679" "0.000007"
## stoner movie                                "0.000008" "0.000006" "0.000007"
## stop motion                                 "0.000008" "0.000006" "0.004548"
## story                                       "0.005932" "0.002572" "0.000007"
## storytelling                                "0.002730" "0.000006" "0.004101"
## stranded                                    "0.000008" "0.000006" "0.002315"
## strippers                                   "0.000008" "0.000006" "0.000007"
## strong female lead                          "0.000008" "0.001010" "0.000007"
## studio ghibli                               "0.002650" "0.000006" "0.000007"
## stupid                                      "0.000008" "0.000173" "0.000007"
## stupid as hell                              "0.000008" "0.000006" "0.000007"
## stupid ending                               "0.000008" "0.000006" "0.000454"
## stupid stereotypes                          "0.000008" "0.000006" "0.000007"
## stupidity                                   "0.000008" "0.000006" "0.000007"
## stylish                                     "0.000088" "0.000006" "0.000007"
## stylistic                                   "0.000008" "0.000061" "0.000007"
## stylized                                    "0.000008" "0.000006" "0.021667"
## stylized violence                           "0.000008" "0.001847" "0.000007"
## suicide                                     "0.000008" "0.000006" "0.002985"
## super hero                                  "0.000008" "0.001679" "0.000007"
## superficial                                 "0.000008" "0.000117" "0.000603"
## superhero                                   "0.000088" "0.048990" "0.000007"
## superhero team                              "0.000008" "0.001345" "0.000007"
## superheroes                                 "0.000008" "0.002962" "0.000007"
## superman                                    "0.000008" "0.001345" "0.000007"
## supernatural                                "0.000008" "0.000006" "0.000007"
## supernatural powers                         "0.000008" "0.000006" "0.002985"
## superpowers                                 "0.000008" "0.001345" "0.000007"
## surprise ending                             "0.000008" "0.000006" "0.000082"
## surprisingly good                           "0.000008" "0.000006" "0.000007"
## surreal                                     "0.000008" "0.000006" "0.033502"
## surrealism                                  "0.000008" "0.000006" "0.000007"
## surveillance                                "0.000008" "0.000006" "0.000007"
## survival                                    "0.000088" "0.000173" "0.000528"
## suspense                                    "0.000008" "0.000006" "0.000007"
## suspenseful                                 "0.000008" "0.000006" "0.000007"
## sweet                                       "0.003050" "0.000006" "0.000007"
## sword fight                                 "0.000008" "0.000006" "0.003655"
## sylvester stallone                          "0.000008" "0.000006" "0.000007"
## talking animals                             "0.018900" "0.000006" "0.000901"
## tasteless                                   "0.000008" "0.000006" "0.000007"
## tear jerker                                 "0.001609" "0.000006" "0.000007"
## technology                                  "0.000008" "0.006143" "0.000007"
## teen                                        "0.000008" "0.000340" "0.000007"
## teen movie                                  "0.000008" "0.000006" "0.000007"
## teenagers                                   "0.000008" "0.000006" "0.001422"
## teleportation                               "0.000008" "0.001010" "0.000007"
## tense                                       "0.000008" "0.000006" "0.000082"
## terrorism                                   "0.000008" "0.002237" "0.000007"
## the avengers                                "0.000008" "0.002684" "0.000007"
## thought provoking                           "0.000008" "0.000006" "0.002836"
## thought-provoking                           "0.000008" "0.000006" "0.020327"
## thriller                                    "0.000008" "0.000006" "0.000007"
## thrilling                                   "0.000008" "0.000006" "0.000007"
## tim burton                                  "0.000008" "0.000006" "0.011619"
## time                                        "0.000008" "0.000006" "0.000082"
## time loop                                   "0.000008" "0.005752" "0.000007"
## time travel                                 "0.000969" "0.024051" "0.000007"
## timothy olyphant                            "0.000008" "0.000006" "0.000007"
## tina fey                                    "0.000008" "0.000061" "0.000007"
## to see                                      "0.000728" "0.000061" "0.000007"
## tolkien                                     "0.000008" "0.000006" "0.002761"
## tom cruise                                  "0.000008" "0.004636" "0.000007"
## tom hanks                                   "0.005612" "0.000006" "0.003208"
## tom hardy                                   "0.000008" "0.000006" "0.000007"
## tom hiddleston                              "0.000008" "0.001847" "0.000007"
## too long                                    "0.000008" "0.001456" "0.005590"
## torrential downpour                         "0.000008" "0.001010" "0.000305"
## torture                                     "0.000008" "0.000006" "0.000007"
## touching                                    "0.008894" "0.000006" "0.002761"
## toys                                        "0.002490" "0.000006" "0.000007"
## trains                                      "0.000008" "0.000006" "0.000007"
## transformation                              "0.000008" "0.001568" "0.000007"
## travel                                      "0.000008" "0.000006" "0.001571"
## treasure                                    "0.000088" "0.000006" "0.003357"
## treasure hunt                               "0.000008" "0.000006" "0.000007"
## true story                                  "0.023863" "0.000006" "0.000007"
## tumey's dvds                                "0.002089" "0.000006" "0.000007"
## twist                                       "0.000008" "0.000006" "0.000007"
## twist ending                                "0.000008" "0.000006" "0.000007"
## twisted ending                              "0.000008" "0.000006" "0.000007"
## twists & turns                              "0.000008" "0.000508" "0.000007"
## undercover cop                              "0.000008" "0.000006" "0.000007"
## underdog                                    "0.001609" "0.000006" "0.000007"
## unfunny                                     "0.000008" "0.000006" "0.000007"
## unintentional comedy                        "0.000008" "0.000006" "0.000007"
## unintentionally funny                       "0.000008" "0.000006" "0.001645"
## unique                                      "0.000008" "0.002405" "0.000305"
## unlikeable characters                       "0.000008" "0.000898" "0.000007"
## unoriginal                                  "0.000088" "0.001958" "0.000007"
## unpredictable                               "0.000008" "0.000006" "0.000007"
## unrealistic                                 "0.000008" "0.000340" "0.000007"
## unsatisfying ending                         "0.000008" "0.000006" "0.000007"
## unusual plot structure                      "0.000008" "0.000006" "0.000007"
## us president                                "0.000008" "0.000061" "0.000007"
## usa                                         "0.000008" "0.000061" "0.000305"
## vampire                                     "0.000008" "0.000006" "0.000007"
## vampires                                    "0.000008" "0.000006" "0.000007"
## video game adaptation                       "0.000008" "0.000006" "0.000007"
## video games                                 "0.000008" "0.000006" "0.009535"
## viggo mortensen                             "0.000008" "0.000006" "0.000007"
## vigilante                                   "0.000008" "0.002739" "0.000007"
## vikings                                     "0.002249" "0.000006" "0.000007"
## vin diesel                                  "0.000008" "0.002739" "0.000007"
## vince vaughn                                "0.000008" "0.000006" "0.000007"
## violence                                    "0.000008" "0.000006" "0.000007"
## violent                                     "0.000008" "0.000340" "0.000007"
## virginity                                   "0.000008" "0.000006" "0.000007"
## virtual reality                             "0.000008" "0.000006" "0.002315"
## virus                                       "0.000008" "0.000006" "0.000007"
## visual                                      "0.000008" "0.001456" "0.000007"
## visual effects                              "0.000008" "0.000006" "0.003059"
## visually appealing                          "0.000008" "0.003465" "0.061264"
## visually stunning                           "0.000088" "0.005864" "0.003357"
## visuals                                     "0.000168" "0.001010" "0.002538"
## vulgar                                      "0.000008" "0.000006" "0.000007"
## wall street                                 "0.000008" "0.000006" "0.000007"
## war                                         "0.001369" "0.005473" "0.000007"
## watch the credits                           "0.000408" "0.004580" "0.000007"
## watched                                     "0.003770" "0.000006" "0.000007"
## watched 2007                                "0.000008" "0.000006" "0.000007"
## weak ending                                 "0.000008" "0.000006" "0.000007"
## weak plot                                   "0.000008" "0.002739" "0.000007"
## weak story                                  "0.000008" "0.000006" "0.001124"
## weapons                                     "0.000008" "0.001568" "0.000007"
## wedding                                     "0.002089" "0.000006" "0.000007"
## weird                                       "0.000008" "0.000006" "0.002092"
## werewolves                                  "0.000008" "0.000006" "0.000007"
## western                                     "0.000008" "0.000006" "0.000007"
## whimsical                                   "0.000008" "0.000006" "0.005366"
## will ferrell                                "0.000008" "0.000006" "0.004920"
## will smith                                  "0.005692" "0.000006" "0.000082"
## willem dafoe                                "0.000008" "0.000006" "0.000007"
## witty                                       "0.003290" "0.000006" "0.000007"
## woody harrelson                             "0.000008" "0.000006" "0.000007"
## world war ii                                "0.000008" "0.000006" "0.000007"
## writers                                     "0.000008" "0.000006" "0.001571"
## writing                                     "0.000488" "0.000006" "0.001868"
## x-men                                       "0.000008" "0.002070" "0.000007"
## zac efron                                   "0.000008" "0.000006" "0.000007"
## zach galifianakis                           "0.000008" "0.000006" "0.000007"
## zack snyder                                 "0.000008" "0.000006" "0.003134"
## zombies                                     "0.000008" "0.000006" "0.000007"
## zooey deschanel                             "0.000008" "0.000006" "0.000082"
##       [,1]               [,2]                   [,3]               
##  [1,] "comedy"           "twist ending"         "action"           
##  [2,] "funny"            "leonardo dicaprio"    "satire"           
##  [3,] "post-apocalyptic" "atmospheric"          "revenge"          
##  [4,] "zombies"          "action"               "quentin tarantino"
##  [5,] "drugs"            "christian bale"       "brad pitt"        
##  [6,] "nudity (topless)" "dark"                 "espionage"        
##  [7,] "emma stone"       "thriller"             "violence"         
##  [8,] "dark comedy"      "morgan freeman"       "bruce willis"     
##  [9,] "horror"           "mindfuck"             "violent"          
## [10,] "parody"           "plot twist"           "world war ii"     
## [11,] "high school"      "serial killer"        "assassin"         
## [12,] "vampires"         "remake"               "robert downey jr."
## [13,] "seth rogen"       "psychological"        "gore"             
## [14,] "hilarious"        "suspense"             "conspiracy"       
## [15,] "stupid"           "cinematography"       "dark comedy"      
## [16,] "survival"         "batman"               "dialogue"         
## [17,] "steve carell"     "mystery"              "matt damon"       
## [18,] "nicolas cage"     "christopher nolan"    "r"                
## [19,] "crude humor"      "martin scorsese"      "martial arts"     
## [20,] "simon pegg"       "joseph gordon-levitt" "unrealistic"      
##       [,4]                      [,5]                [,6]                 
##  [1,] "animation"               "sci-fi"            "visually appealing" 
##  [2,] "pixar"                   "superhero"         "based on a book"    
##  [3,] "funny"                   "action"            "fantasy"            
##  [4,] "romance"                 "aliens"            "surreal"            
##  [5,] "disney"                  "comic book"        "alternate reality"  
##  [6,] "based on a true story"   "dystopia"          "johnny depp"        
##  [7,] "true story"              "time travel"       "stylized"           
##  [8,] "talking animals"         "marvel"            "thought-provoking"  
##  [9,] "friendship"              "predictable"       "adventure"          
## [10,] "predictable"             "space"             "magic"              
## [11,] "father-son relationship" "robots"            "sci-fi"             
## [12,] "adventure"               "social commentary" "music"              
## [13,] "comedy"                  "robert downey jr." "cinematography"     
## [14,] "computer animation"      "future"            "atmospheric"        
## [15,] "cute"                    "special effects"   "fairy tale"         
## [16,] "family"                  "bad science"       "tim burton"         
## [17,] "drama"                   "adventure"         "adapted from:book"  
## [18,] "animated"                "science fiction"   "multiple storylines"
## [19,] "children"                "military"          "video games"        
## [20,] "love story"              "plot holes"        "dreamlike"

Analyze Movies

Understand movie topic assignments.

##                                                                             
## Titanic                                    0.204444444 0.12444444 0.11111111
## The Dark Knight                            0.033639144 0.18042813 0.02079511
## Star Wars Ep. I: The Phantom Menace        0.194756554 0.09363296 0.13857678
## Pirates of the Caribbean: Dead Man's Chest 0.157232704 0.15723270 0.21383648
## Transformers: Revenge of the Fallen        0.008846761 0.91595577 0.01074250
## Jurassic Park                              0.044715447 0.12276423 0.16422764
## Finding Nemo                               0.145299145 0.17094017 0.31196581
## Spider-Man 3                               0.112211221 0.14191419 0.16171617
## The Lion King                              0.121212121 0.10822511 0.19913420
## Shrek the Third                            0.513020833 0.03255208 0.03645833
##                                                                             
## Titanic                                    0.284444444 0.13777778 0.13777778
## The Dark Knight                            0.694189602 0.02996942 0.04097859
## Star Wars Ep. I: The Phantom Menace        0.273408240 0.17228464 0.12734082
## Pirates of the Caribbean: Dead Man's Chest 0.157232704 0.15723270 0.15723270
## Transformers: Revenge of the Fallen        0.009794629 0.02685624 0.02780411
## Jurassic Park                              0.042276423 0.02032520 0.60569106
## Finding Nemo                               0.119658120 0.11965812 0.13247863
## Spider-Man 3                               0.290429043 0.21122112 0.08250825
## The Lion King                              0.316017316 0.13419913 0.12121212
## Shrek the Third                            0.141927083 0.06380208 0.21223958
##                                            ClustBest
## Titanic                                            4
## The Dark Knight                                    4
## Star Wars Ep. I: The Phantom Menace                4
## Pirates of the Caribbean: Dead Man's Chest         3
## Transformers: Revenge of the Fallen                2
## Jurassic Park                                      6
## Finding Nemo                                       3
## Spider-Man 3                                       4
## The Lion King                                      4
## Shrek the Third                                    1
##       [,1]                                
##  [1,] "The Hangover"                      
##  [2,] "The Smurfs 2"                      
##  [3,] "Source Code"                       
##  [4,] "Killing Them Softly"               
##  [5,] "The Boat That Rocked"              
##  [6,] "The Interview"                     
##  [7,] "Mirrors"                           
##  [8,] "The Purge"                         
##  [9,] "Wrath of the Titans"               
## [10,] "Dead Man Down"                     
## [11,] "The Reaping"                       
## [12,] "Over Her Dead Body"                
## [13,] "Madagascar 3: Europe's Most Wanted"
## [14,] "Sinister"                          
## [15,] "Think Like a Man Too"              
## [16,] "Beowulf"                           
## [17,] "Chef"                              
## [18,] "Daddy's Little Girls"              
## [19,] "Kung Fu Panda"                     
## [20,] "The Secret Life of Bees"           
##       [,2]                                                      
##  [1,] "Total Recall"                                            
##  [2,] "Transformers: Revenge of the Fallen"                     
##  [3,] "Night at the Museum: Battle of the Smithsonian"          
##  [4,] "Charlie St. Cloud"                                       
##  [5,] "Easy A"                                                  
##  [6,] "Snitch"                                                  
##  [7,] "Vacancy"                                                 
##  [8,] "The Wicker Man"                                          
##  [9,] "Employee of the Month"                                   
## [10,] "The Mist"                                                
## [11,] "Basic Instinct 2"                                        
## [12,] "The Chronicles of Narnia: The Voyage of the Dawn Treader"
## [13,] "Whiteout"                                                
## [14,] "Insidious"                                               
## [15,] "Dan in Real Life"                                        
## [16,] "Tangled"                                                 
## [17,] "The Dark Knight Rises"                                   
## [18,] "Did You Hear About the Morgans?"                         
## [19,] "X-Men: First Class"                                      
## [20,] "Step Up All In"                                          
##       [,3]                                 [,4]                            
##  [1,] "Paranormal Activity 3"              "Ted"                           
##  [2,] "The Incredible Hulk"                "District 9"                    
##  [3,] "The Fault in Our Stars"             "Resurrecting the Champ"        
##  [4,] "Nanny McPhee and the Big Bang"      "Catch and Release"             
##  [5,] "Over the Hedge"                     "Before I Go to Sleep"          
##  [6,] "Crank"                              "Diary of a Wimpy Kid"          
##  [7,] "Mandela: Long Walk to Freedom"      "Charlie Bartlett"              
##  [8,] "Crank 2: High Voltage"              "Zodiac"                        
##  [9,] "Dredd"                              "He's Just Not That Into You"   
## [10,] "The House Bunny"                    "42"                            
## [11,] "Sabotage"                           "The Guilt Trip"                
## [12,] "One Missed Call"                    "The Great Gatsby"              
## [13,] "Made of Honor"                      "The Dark Knight"               
## [14,] "The Three Musketeers"               "World Trade Center"            
## [15,] "Nacho Libre"                        "The X-Files: I Want to Believe"
## [16,] "Drive"                              "Forgetting Sarah Marshall"     
## [17,] "Happily N'Ever After"               "X-Men Origins: Wolverine"      
## [18,] "The Green Hornet"                   "Are We Done Yet?"              
## [19,] "Sherlock Holmes: A Game of Shadows" "Nights in Rodanthe"            
## [20,] "Star Wars: The Clone Wars"          "P.S. I Love You"               
##       [,5]                                  [,6]                            
##  [1,] "Dance Flick"                         "Date Movie"                    
##  [2,] "The Taking of Pelham 123"            "Eragon"                        
##  [3,] "Charlie Wilson's War"                "Chimpanzee"                    
##  [4,] "Step Up 2 the Streets"               "Mr. Magorium's Wonder Emporium"
##  [5,] "The Last Legion"                     "17 Again"                      
##  [6,] "Blended"                             "Hollywoodland"                 
##  [7,] "Horton Hears a Who"                  "The Last House on the Left"    
##  [8,] "Shark Night 3D"                      "Dark Shadows"                  
##  [9,] "Insidious Chapter 2"                 "Muppets Most Wanted"           
## [10,] "The Astronaut Farmer"                "Saw IV"                        
## [11,] "Cloudy with a Chance of Meatballs 2" "This Christmas"                
## [12,] "Grown Ups"                           "The Eye"                       
## [13,] "Elysium"                             "Hancock"                       
## [14,] "The Lake House"                      "Reign Over Me"                 
## [15,] "The Messengers"                      "My Super Ex-Girlfriend"        
## [16,] "The Debt"                            "The Help"                      
## [17,] "Superhero Movie"                     "Megamind"                      
## [18,] "Jackass 3D"                          "The Quiet  Ones"               
## [19,] "Madea Goes To Jail"                  "People Like Us"                
## [20,] "Disney Planes"                       "Olympus Has Fallen"
##           odid    display_name release_date release_pattern      distributor
## 1202 187380100 The Maze Runner   2014-09-19            Wide 20th Century Fox
##            movie_url production_year running_time sequel
## 1202 Maze-Runner-The            2014          113      0
##      opening_weekend_revenue opening_weekend_theaters maximum_theaters
## 1202                32512804                     3604             3638
##      theatrical_engagements domestic_dvd_units domestic_dvd_spending
## 1202                  22544            1607883              22952702
##      domestic_bluray_units domestic_bluray_spending   creative_type
## 1202                801471                 15828588 Science Fiction
##                                 source production_method    genre
## 1202 Based on Fiction Book/Short Story       Live Action Thriller
##      production_budget domestic_box_office international_box_office
## 1202          34000000           102427862                245891999
##      inflation_adjusted_domestic_box_       franchise video_rental_spending
## 1202                        105681582 The Maze Runner                    NA
##      rating
## 1202   PG13
##                                                                                                            reason
## 1202 for thematic elements and intense sequences of sci-fi violence and action, including some disturbing images.
##      production_company1       production_company2 production_company3  imdbid
## 1202        Gotham Group Temple Hill Entertainment   TSG Entertainment 1790864
##      movieId imdb_moviemeter imdb_rating imdb_votes      short_name
## 1202  114180              NA          NA         NA The Maze Runner
##      release_month release_monthyear release_season genreAction genreAdventure
## 1202            09           09-2014          4Fall           0              0
##      genreBlackComedy genreComedy genreDocumentary genreDrama genreHorror
## 1202                0           0                0          0           0
##      genreMusical genrePerformance genreRomanticComedy genreThriller
## 1202            0                0                   0             1
##      genreWestern ratingG ratingPG ratingPG13 ratingR
## 1202            0       0        0          1       0

Visualize Topic Distribution

Visualize the distribution of topics across the movies.

## [1] "*** Results for 01-01-14 ***"
##      topicdistss                      display_name release_date       genre
## 878   0.08781597 Anchorman 2: The Legend Continues   2013-12-18      Comedy
## 915   0.11429754           The Wolf of Wall Street   2013-12-25 BlackComedy
## 1201  0.11777743                      Grudge Match   2013-12-25      Comedy
## 902   0.12325634   The Secret Life of Walter Mitty   2013-12-25      Comedy
## 876   0.13976618                          47 Ronin   2013-12-25      Action
## 1081  0.26658839            Walking with Dinosaurs   2013-12-20   Adventure
##      rating
## 878    PG13
## 915       R
## 1201   PG13
## 902      PG
## 876    PG13
## 1081     PG
## [1] "*** Results for 01-08-14 ***"
##      topicdistss                         display_name release_date       genre
## 915    0.1142975              The Wolf of Wall Street   2013-12-25 BlackComedy
## 1201   0.1177774                         Grudge Match   2013-12-25      Comedy
## 902    0.1232563      The Secret Life of Walter Mitty   2013-12-25      Comedy
## 876    0.1397662                             47 Ronin   2013-12-25      Action
## 1245   0.4088062 Paranormal Activity: The Marked Ones   2014-01-03      Horror
##      rating
## 915       R
## 1201   PG13
## 902      PG
## 876    PG13
## 1245      R
## [1] "*** Results for 01-15-14 ***"
##      topicdistss                         display_name release_date     genre
## 1205   0.1430200               The Legend of Hercules   2014-01-10 Adventure
## 1245   0.4088062 Paranormal Activity: The Marked Ones   2014-01-03    Horror
##      rating
## 1205   PG13
## 1245      R
## [1] "*** Results for 01-22-14 ***"
##      topicdistss              display_name release_date     genre rating
## 1162   0.1149524 Jack Ryan: Shadow Recruit   2014-01-17    Action   PG13
## 1205   0.1430200    The Legend of Hercules   2014-01-10 Adventure   PG13
## 1223   0.2948364               Devil's Due   2014-01-17    Horror      R
## 1213   0.5087470               The Nut Job   2014-01-17 Adventure     PG
## [1] "*** Results for 01-29-14 ***"
##      topicdistss              display_name release_date     genre rating
## 1095   0.1012740           I, Frankenstein   2014-01-24    Action   PG13
## 1162   0.1149524 Jack Ryan: Shadow Recruit   2014-01-17    Action   PG13
## 1223   0.2948364               Devil's Due   2014-01-17    Horror      R
## 1213   0.5087470               The Nut Job   2014-01-17 Adventure     PG
## [1] "*** Results for 02-05-14 ***"
##      topicdistss        display_name release_date          genre rating
## 1095   0.1012740     I, Frankenstein   2014-01-24         Action   PG13
## 974    0.1028934           Labor Day   2014-01-31          Drama   PG13
## 1239   0.1825857 That Awkward Moment   2014-01-31 RomanticComedy      R
## [1] "*** Results for 02-12-14 ***"
##      topicdistss        display_name release_date          genre rating
## 974    0.1028934           Labor Day   2014-01-31          Drama   PG13
## 1137   0.1225921      The Lego Movie   2014-02-07      Adventure     PG
## 1189   0.1436987   The Monuments Men   2014-02-07          Drama   PG13
## 1239   0.1825857 That Awkward Moment   2014-01-31 RomanticComedy      R
## 1204   0.2847896     Vampire Academy   2014-02-07          Drama   PG13
## 723    0.3516556             RoboCop   2014-02-12         Action   PG13
## 1243   0.5766135       The Interview   2014-02-06         Comedy      R
## [1] "*** Results for 02-19-14 ***"
##      topicdistss      display_name release_date          genre rating
## 1247   0.1093025     Winter's Tale   2014-02-14          Drama   PG13
## 1137   0.1225921    The Lego Movie   2014-02-07      Adventure     PG
## 1189   0.1436987 The Monuments Men   2014-02-07          Drama   PG13
## 1191   0.1618892  About Last Night   2014-02-14 RomanticComedy      R
## 1204   0.2847896   Vampire Academy   2014-02-07          Drama   PG13
## 723    0.3516556           RoboCop   2014-02-12         Action   PG13
## 1243   0.5766135     The Interview   2014-02-06         Comedy      R
## [1] "*** Results for 02-26-14 ***"
##      topicdistss     display_name release_date          genre rating
## 1247   0.1093025    Winter's Tale   2014-02-14          Drama   PG13
## 1231   0.1473997   3 Days to Kill   2014-02-21       Thriller   PG13
## 1191   0.1618892 About Last Night   2014-02-14 RomanticComedy      R
## 723    0.3516556          RoboCop   2014-02-12         Action   PG13
## [1] "*** Results for 03-05-14 ***"
##      topicdistss   display_name release_date    genre rating
## 1257   0.1448887     Son of God   2014-02-28    Drama   PG13
## 1231   0.1473997 3 Days to Kill   2014-02-21 Thriller   PG13
## 1232   0.4001770       Non-Stop   2014-02-28   Action   PG13
## [1] "*** Results for 03-12-14 ***"
##      topicdistss           display_name release_date     genre rating
## 1125   0.1430150 300: Rise of an Empire   2014-03-07    Action      R
## 1257   0.1448887             Son of God   2014-02-28     Drama   PG13
## 980    0.2115034  Mr. Peabody & Sherman   2014-03-07 Adventure     PG
## 1232   0.4001770               Non-Stop   2014-02-28    Action   PG13
## [1] "*** Results for 03-19-14 ***"
##      topicdistss           display_name release_date     genre rating
## 1154   0.1237064         Need for Speed   2014-03-14    Action   PG13
## 1125   0.1430150 300: Rise of an Empire   2014-03-07    Action      R
## 980    0.2115034  Mr. Peabody & Sherman   2014-03-07 Adventure     PG
## [1] "*** Results for 03-26-14 ***"
##      topicdistss        display_name release_date     genre rating
## 1154   0.1237064      Need for Speed   2014-03-14    Action   PG13
## 1161   0.1237064           Divergent   2014-03-21 Adventure   PG13
## 1196   0.7167772 Muppets Most Wanted   2014-03-21    Comedy     PG
## [1] "*** Results for 04-02-14 ***"
##      topicdistss        display_name release_date     genre rating
## 1134   0.1137254                Noah   2014-03-28     Drama   PG13
## 1161   0.1237064           Divergent   2014-03-21 Adventure   PG13
## 1254   0.5716999            Sabotage   2014-03-28    Action      R
## 1196   0.7167772 Muppets Most Wanted   2014-03-21    Comedy     PG
## [1] "*** Results for 04-09-14 ***"
##      topicdistss                        display_name release_date  genre rating
## 1134   0.1137254                                Noah   2014-03-28  Drama   PG13
## 1128   0.1449354 Captain America: The Winter Soldier   2014-04-04 Action   PG13
## 1254   0.5716999                            Sabotage   2014-03-28 Action      R
## [1] "*** Results for 04-16-14 ***"
##      topicdistss                        display_name release_date     genre
## 1229   0.1112515                              Oculus   2014-04-11    Horror
## 1265   0.1225921                           Draft Day   2014-04-11     Drama
## 1128   0.1449354 Captain America: The Winter Soldier   2014-04-04    Action
## 1206   0.2391717                               Rio 2   2014-04-11 Adventure
## 1217   0.2628893                  Heaven is for Real   2014-04-16     Drama
##      rating
## 1229      R
## 1265   PG13
## 1128   PG13
## 1206      G
## 1217     PG
## [1] "*** Results for 04-23-14 ***"
##      topicdistss       display_name release_date       genre rating
## 1229   0.1112515             Oculus   2014-04-11      Horror      R
## 1265   0.1225921          Draft Day   2014-04-11       Drama   PG13
## 1225   0.2112323  A Haunted House 2   2014-04-18      Comedy      R
## 1174   0.2246271              Bears   2014-04-18 Documentary      G
## 1206   0.2391717              Rio 2   2014-04-11   Adventure      G
## 1217   0.2628893 Heaven is for Real   2014-04-16       Drama     PG
## 1209   0.3793211      Transcendence   2014-04-18    Thriller   PG13
## [1] "*** Results for 04-30-14 ***"
##      topicdistss       display_name release_date       genre rating
## 1271   0.1237064     Brick Mansions   2014-04-25      Action   PG13
## 1225   0.2112323  A Haunted House 2   2014-04-18      Comedy      R
## 1174   0.2246271              Bears   2014-04-18 Documentary      G
## 1217   0.2628893 Heaven is for Real   2014-04-16       Drama     PG
## 1209   0.3793211      Transcendence   2014-04-18    Thriller   PG13
## 1224   0.3897674    The Other Woman   2014-04-25      Comedy   PG13
## 1214   0.6224697    The Quiet  Ones   2014-04-25      Horror   PG13
## [1] "*** Results for 05-07-14 ***"
##      topicdistss             display_name release_date  genre rating
## 1271   0.1237064           Brick Mansions   2014-04-25 Action   PG13
## 1075   0.1760524 The Amazing Spider-Man 2   2014-05-02 Action   PG13
## 1224   0.3897674          The Other Woman   2014-04-25 Comedy   PG13
## 1214   0.6224697          The Quiet  Ones   2014-04-25 Horror   PG13
## [1] "*** Results for 05-14-14 ***"
##      topicdistss             display_name release_date  genre rating
## 1244   0.1326624                Neighbors   2014-05-09 Comedy      R
## 1075   0.1760524 The Amazing Spider-Man 2   2014-05-02 Action   PG13
## [1] "*** Results for 05-21-14 ***"
##      topicdistss       display_name release_date  genre rating
## 1244   0.1326624          Neighbors   2014-05-09 Comedy      R
## 1246   0.1804819 Million Dollar Arm   2014-05-16  Drama     PG
## 1166   0.3583073           Godzilla   2014-05-16 Action   PG13
## [1] "*** Results for 05-28-14 ***"
##      topicdistss               display_name release_date          genre rating
## 1147   0.1265607 X-Men: Days of Future Past   2014-05-23         Action   PG13
## 1246   0.1804819         Million Dollar Arm   2014-05-16          Drama     PG
## 1166   0.3583073                   Godzilla   2014-05-16         Action   PG13
## 885    0.7751030                    Blended   2014-05-23 RomanticComedy   PG13
## [1] "*** Results for 06-04-14 ***"
##      topicdistss                      display_name release_date          genre
## 1147   0.1265607        X-Men: Days of Future Past   2014-05-23         Action
## 916    0.1754455                        Maleficent   2014-05-30      Adventure
## 1226   0.3003792 A Million Ways to Die in The West   2014-05-30         Comedy
## 885    0.7751030                           Blended   2014-05-23 RomanticComedy
##      rating
## 1147   PG13
## 916      PG
## 1226      R
## 885    PG13
## [1] "*** Results for 06-11-14 ***"
##      topicdistss                      display_name release_date     genre
## 865    0.1237064                  Edge of Tomorrow   2014-06-06    Action
## 916    0.1754455                        Maleficent   2014-05-30 Adventure
## 1226   0.3003792 A Million Ways to Die in The West   2014-05-30    Comedy
## 888    0.4474261                              Chef   2014-06-06    Comedy
## 1253   0.7202950            The Fault in Our Stars   2014-06-06     Drama
##      rating
## 865    PG13
## 916      PG
## 1226      R
## 888       R
## 1253   PG13
## [1] "*** Results for 06-18-14 ***"
##      topicdistss               display_name release_date     genre rating
## 865    0.1237064           Edge of Tomorrow   2014-06-06    Action   PG13
## 918    0.1270854 How to Train Your Dragon 2   2014-06-13 Adventure     PG
## 1218   0.2294938             22 Jump Street   2014-06-13    Comedy      R
## 888    0.4474261                       Chef   2014-06-06    Comedy      R
## 1253   0.7202950     The Fault in Our Stars   2014-06-06     Drama   PG13
## [1] "*** Results for 06-25-14 ***"
##      topicdistss               display_name release_date          genre rating
## 1261  0.08488879                Jersey Boys   2014-06-20          Drama      R
## 918   0.12708537 How to Train Your Dragon 2   2014-06-13      Adventure     PG
## 1218  0.22949380             22 Jump Street   2014-06-13         Comedy      R
## 1211  0.45020812       Think Like a Man Too   2014-06-20 RomanticComedy   PG13
## [1] "*** Results for 07-02-14 ***"
##      topicdistss                    display_name release_date          genre
## 1261  0.08488879                     Jersey Boys   2014-06-20          Drama
## 1222  0.09321468            Deliver Us from Evil   2014-07-02         Horror
## 1116  0.14296834 Transformers: Age of Extinction   2014-06-27         Action
## 1212  0.31989211                   Earth to Echo   2014-07-02      Adventure
## 1221  0.39626723                           Tammy   2014-07-02         Comedy
## 1211  0.45020812            Think Like a Man Too   2014-06-20 RomanticComedy
##      rating
## 1261      R
## 1222      R
## 1116   PG13
## 1212     PG
## 1221      R
## 1211   PG13
## [1] "*** Results for 07-09-14 ***"
##      topicdistss                    display_name release_date     genre rating
## 1222  0.09321468            Deliver Us from Evil   2014-07-02    Horror      R
## 1116  0.14296834 Transformers: Age of Extinction   2014-06-27    Action   PG13
## 1212  0.31989211                   Earth to Echo   2014-07-02 Adventure     PG
## 1221  0.39626723                           Tammy   2014-07-02    Comedy      R
## [1] "*** Results for 07-16-14 ***"
##      topicdistss                   display_name release_date     genre rating
## 1222  0.09321468           Deliver Us from Evil   2014-07-02    Horror      R
## 1146  0.16148074 Dawn of the Planet of the Apes   2014-07-11 Adventure   PG13
## 1212  0.31989211                  Earth to Echo   2014-07-02 Adventure     PG
## 1221  0.39626723                          Tammy   2014-07-02    Comedy      R
## [1] "*** Results for 07-23-14 ***"
##      topicdistss                   display_name release_date     genre rating
## 1219   0.1121080                       Sex Tape   2014-07-18    Comedy      R
## 1146   0.1614807 Dawn of the Planet of the Apes   2014-07-11 Adventure   PG13
## 1263   0.1953860             The Purge: Anarchy   2014-07-18  Thriller      R
## 1234   0.2369166        Planes: Fire and Rescue   2014-07-18 Adventure     PG
## [1] "*** Results for 07-30-14 ***"
##      topicdistss            display_name release_date     genre rating
## 1219   0.1121080                Sex Tape   2014-07-18    Comedy      R
## 1198   0.1204946                Hercules   2014-07-25    Action   PG13
## 1266   0.1592118                    Lucy   2014-07-25    Action      R
## 1263   0.1953860      The Purge: Anarchy   2014-07-18  Thriller      R
## 1234   0.2369166 Planes: Fire and Rescue   2014-07-18 Adventure     PG
## [1] "*** Results for 08-06-14 ***"
##      topicdistss            display_name release_date     genre rating
## 1198   0.1204946                Hercules   2014-07-25    Action   PG13
## 1266   0.1592118                    Lucy   2014-07-25    Action      R
## 1079   0.1917524 Guardians of the Galaxy   2014-08-01 Adventure   PG13
## 1248   0.2789634               Get on Up   2014-08-01     Drama   PG13
## [1] "*** Results for 08-13-14 ***"
##      topicdistss                 display_name release_date          genre
## 1207  0.07106326 Teenage Mutant Ninja Turtles   2014-08-08      Adventure
## 1235  0.11387283     The Hundred-Foot Journey   2014-08-08 RomanticComedy
## 1251  0.13349660               Into the Storm   2014-08-08       Thriller
## 1079  0.19175239      Guardians of the Galaxy   2014-08-01      Adventure
## 1268  0.22313214                         <NA>   2014-08-13         Comedy
## 1248  0.27896343                    Get on Up   2014-08-01          Drama
## 1267  0.51671453               Step Up All In   2014-08-08          Drama
##      rating
## 1207   PG13
## 1235     PG
## 1251   PG13
## 1079   PG13
## 1268      R
## 1248   PG13
## 1267   PG13
## [1] "*** Results for 08-20-14 ***"
##      topicdistss                 display_name release_date          genre
## 1207  0.07106326 Teenage Mutant Ninja Turtles   2014-08-08      Adventure
## 1235  0.11387283     The Hundred-Foot Journey   2014-08-08 RomanticComedy
## 1251  0.13349660               Into the Storm   2014-08-08       Thriller
## 1250  0.14488871                    The Giver   2014-08-15          Drama
## 1268  0.22313214                         <NA>   2014-08-13         Comedy
## 1236  0.23078243            The Expendables 3   2014-08-15         Action
## 1267  0.51671453               Step Up All In   2014-08-08          Drama
##      rating
## 1207   PG13
## 1235     PG
## 1251   PG13
## 1250   PG13
## 1268      R
## 1236   PG13
## 1267   PG13
## [1] "*** Results for 08-27-14 ***"
##      topicdistss                 display_name release_date    genre rating
## 1250   0.1448887                    The Giver   2014-08-15    Drama   PG13
## 1272   0.1452276             The November Man   2014-08-27 Thriller      R
## 746    0.1474713 Sin City: A Dame to Kill For   2014-08-22   Action      R
## 970    0.1769253                    If I Stay   2014-08-22    Drama   PG13
## 1268   0.2231321                         <NA>   2014-08-13   Comedy      R
## 1236   0.2307824            The Expendables 3   2014-08-15   Action   PG13
## 1220   0.3289281    When the Game Stands Tall   2014-08-22    Drama     PG
## [1] "*** Results for 09-03-14 ***"
##      topicdistss                 display_name release_date    genre rating
## 1272   0.1452276             The November Man   2014-08-27 Thriller      R
## 746    0.1474713 Sin City: A Dame to Kill For   2014-08-22   Action      R
## 970    0.1769253                    If I Stay   2014-08-22    Drama   PG13
## 24     0.2079977                 Ghostbusters   2014-08-29   Comedy     PG
## 1220   0.3289281    When the Game Stands Tall   2014-08-22    Drama     PG
## 1270   0.3916548           As Above, So Below   2014-08-29 Thriller      R
## [1] "*** Results for 09-10-14 ***"
##      topicdistss       display_name release_date    genre rating
## 1272   0.1452276   The November Man   2014-08-27 Thriller      R
## 24     0.2079977       Ghostbusters   2014-08-29   Comedy     PG
## 1270   0.3916548 As Above, So Below   2014-08-29 Thriller      R
## [1] "*** Results for 09-17-14 ***"
##      topicdistss   display_name release_date genre rating
## 1238   0.1498011 Dolphin Tale 2   2014-09-12 Drama     PG
## [1] "*** Results for 09-24-14 ***"
##      topicdistss                display_name release_date  genre rating
## 1262   0.1121080   This is Where I Leave You   2014-09-19 Comedy      R
## 1238   0.1498011              Dolphin Tale 2   2014-09-12  Drama     PG
## 1256   0.5005194 A Walk Among the Tombstones   2014-09-19 Action      R
## [1] "*** Results for 10-01-14 ***"
##      topicdistss                display_name release_date     genre rating
## 1262   0.1121080   This is Where I Leave You   2014-09-19    Comedy      R
## 962    0.1384122               The Equalizer   2014-09-26    Action      R
## 1045   0.2698700               The Boxtrolls   2014-09-26 Adventure     PG
## 1256   0.5005194 A Walk Among the Tombstones   2014-09-19    Action      R
## [1] "*** Results for 10-08-14 ***"
##      topicdistss  display_name release_date     genre rating
## 1279   0.1268420     Annabelle   2014-10-03    Horror      R
## 962    0.1384122 The Equalizer   2014-09-26    Action      R
## 1258   0.1637260     Gone Girl   2014-10-03  Thriller      R
## 1274   0.2457752   Left Behind   2014-10-03  Thriller   PG13
## 1045   0.2698700 The Boxtrolls   2014-09-26 Adventure     PG
## [1] "*** Results for 10-15-14 ***"
##      topicdistss                                                display_name
## 1279   0.1268420                                                   Annabelle
## 1242   0.1514981                                                   The Judge
## 1258   0.1637260                                                   Gone Girl
## 1274   0.2457752                                                 Left Behind
## 1237   0.4129565 Alexander and the Terrible, Horrible, No Good, Very Bad Day
## 906    0.5422163                                              Dracula Untold
##      release_date    genre rating
## 1279   2014-10-03   Horror      R
## 1242   2014-10-10    Drama      R
## 1258   2014-10-03 Thriller      R
## 1274   2014-10-03 Thriller   PG13
## 1237   2014-10-10   Comedy     PG
## 906    2014-10-10   Action   PG13
## [1] "*** Results for 10-22-14 ***"
##      topicdistss                                                display_name
## 1215   0.1021327                                                        Fury
## 1260   0.1082709                                              The Best of Me
## 1188   0.1397662                                            The Book of Life
## 1242   0.1514981                                                   The Judge
## 1237   0.4129565 Alexander and the Terrible, Horrible, No Good, Very Bad Day
## 906    0.5422163                                              Dracula Untold
##      release_date     genre rating
## 1215   2014-10-17     Drama      R
## 1260   2014-10-17     Drama   PG13
## 1188   2014-10-17 Adventure     PG
## 1242   2014-10-10     Drama      R
## 1237   2014-10-10    Comedy     PG
## 906    2014-10-10    Action   PG13
## [1] "*** Results for 10-29-14 ***"
##      topicdistss     display_name release_date     genre rating
## 1215   0.1021327             Fury   2014-10-17     Drama      R
## 1260   0.1082709   The Best of Me   2014-10-17     Drama   PG13
## 1280   0.1174904        John Wick   2014-10-24    Action      R
## 1188   0.1397662 The Book of Life   2014-10-17 Adventure     PG
## 1027   0.1923104            Ouija   2014-10-24    Horror   PG13
## [1] "*** Results for 11-05-14 ***"
##      topicdistss         display_name release_date    genre rating
## 1280   0.1174904            John Wick   2014-10-24   Action      R
## 1277   0.1333797         Nightcrawler   2014-10-31 Thriller      R
## 1027   0.1923104                Ouija   2014-10-24   Horror   PG13
## 1255   0.6843086 Before I Go to Sleep   2014-10-31 Thriller      R
## [1] "*** Results for 11-12-14 ***"
##      topicdistss         display_name release_date     genre rating
## 1277   0.1333797         Nightcrawler   2014-10-31  Thriller      R
## 1227   0.3703004           Big Hero 6   2014-11-07 Adventure     PG
## 1255   0.6843086 Before I Go to Sleep   2014-10-31  Thriller      R
## [1] "*** Results for 11-19-14 ***"
##      topicdistss       display_name release_date     genre rating
## 1278   0.1273478  Beyond the Lights   2014-11-14     Drama   PG13
## 1227   0.3703004         Big Hero 6   2014-11-07 Adventure     PG
## 1264   0.6231298 Dumb and Dumber To   2014-11-14    Comedy   PG13
## [1] "*** Results for 11-26-14 ***"
##      topicdistss                          display_name release_date    genre
## 1252   0.1092300                     Horrible Bosses 2   2014-11-26   Comedy
## 1278   0.1273478                     Beyond the Lights   2014-11-14    Drama
## 1164   0.1345443                Penguins of Madagascar   2014-11-26   Comedy
## 1153   0.1558504 The Hunger Games: Mockingjay - Part 1   2014-11-21 Thriller
## 1264   0.6231298                    Dumb and Dumber To   2014-11-14   Comedy
##      rating
## 1252      R
## 1278   PG13
## 1164     PG
## 1153   PG13
## 1264   PG13
## [1] "*** Results for 12-03-14 ***"
##      topicdistss                          display_name release_date    genre
## 1252   0.1092300                     Horrible Bosses 2   2014-11-26   Comedy
## 1164   0.1345443                Penguins of Madagascar   2014-11-26   Comedy
## 1153   0.1558504 The Hunger Games: Mockingjay - Part 1   2014-11-21 Thriller
##      rating
## 1252      R
## 1164     PG
## 1153   PG13
## [1] "*** Results for 12-10-14 ***"
##      topicdistss           display_name release_date  genre rating
## 1252   0.1092300      Horrible Bosses 2   2014-11-26 Comedy      R
## 1276   0.1332722            The Pyramid   2014-12-05 Horror      R
## 1164   0.1345443 Penguins of Madagascar   2014-11-26 Comedy     PG
##    week       date                      display_name averagedist mostsimilar
## 1     1 2014-01-01 Anchorman 2: The Legend Continues   0.1415836  0.08781597
## 2     2 2014-01-08           The Wolf of Wall Street   0.1807807  0.11429754
## 3     3 2014-01-15            The Legend of Hercules   0.2759131  0.14302003
## 4     4 2014-01-22         Jack Ryan: Shadow Recruit   0.2653889  0.11495238
## 5     5 2014-01-29                   I, Frankenstein   0.2549524  0.10127395
## 6     6 2014-02-05                   I, Frankenstein   0.1289177  0.10127395
## 7     7 2014-02-12                         Labor Day   0.2521184  0.10289342
## 8     8 2014-02-19                     Winter's Tale   0.2500773  0.10930249
## 9     9 2014-02-26                     Winter's Tale   0.1925618  0.10930249
## 10   10 2014-03-05                        Son of God   0.2308218  0.14488871
## 11   11 2014-03-12            300: Rise of an Empire   0.2248960  0.14301501
## 12   12 2014-03-19                    Need for Speed   0.1594083  0.12370640
## 13   13 2014-03-26                    Need for Speed   0.3213967  0.12370640
## 14   14 2014-04-02                              Noah   0.3814772  0.11372535
## 15   15 2014-04-09                              Noah   0.2767869  0.11372535
## 16   16 2014-04-16                            Oculus   0.1761680  0.11125154
## 17   17 2014-04-23                            Oculus   0.2215836  0.11125154
## 18   18 2014-04-30                    Brick Mansions   0.3162876  0.12370640
## 19   19 2014-05-07                    Brick Mansions   0.3279990  0.12370640
## 20   20 2014-05-14                         Neighbors   0.1543574  0.13266244
## 21   21 2014-05-21                         Neighbors   0.2238172  0.13266244
## 22   22 2014-05-28        X-Men: Days of Future Past   0.3601132  0.12656071
## 23   23 2014-06-04        X-Men: Days of Future Past   0.3443721  0.12656071
## 24   24 2014-06-11                  Edge of Tomorrow   0.3534504  0.12370640
## 25   25 2014-06-18                  Edge of Tomorrow   0.3296013  0.12370640
## 26   26 2014-06-25                       Jersey Boys   0.2229190  0.08488879
## 27   27 2014-07-02                       Jersey Boys   0.2479065  0.08488879
## 28   28 2014-07-09              Deliver Us from Evil   0.2380856  0.09321468
## 29   29 2014-07-16              Deliver Us from Evil   0.2427137  0.09321468
## 30   30 2014-07-23                          Sex Tape   0.1764728  0.11210797
## 31   31 2014-07-30                          Sex Tape   0.1648234  0.11210797
## 32   32 2014-08-06                          Hercules   0.1876056  0.12049464
## 33   33 2014-08-13      Teenage Mutant Ninja Turtles   0.2184279  0.07106326
## 34   34 2014-08-20      Teenage Mutant Ninja Turtles   0.2048501  0.07106326
## 35   35 2014-08-27                         The Giver   0.1996222  0.14488871
## 36   36 2014-09-03                  The November Man   0.2330341  0.14522758
## 37   37 2014-09-10                  The November Man   0.2482933  0.14522758
## 38   38 2014-09-17                    Dolphin Tale 2   0.1498011  0.14980110
## 39   39 2014-09-24         This is Where I Leave You   0.2541428  0.11210797
## 40   40 2014-10-01         This is Where I Leave You   0.2552274  0.11210797
## 41   41 2014-10-08                         Annabelle   0.1889251  0.12684199
## 42   42 2014-10-15                         Annabelle   0.2738357  0.12684199
## 43   43 2014-10-22                              Fury   0.2428068  0.10213267
## 44   44 2014-10-29                              Fury   0.1319941  0.10213267
## 45   45 2014-11-05                         John Wick   0.2818723  0.11749041
## 46   46 2014-11-12                      Nightcrawler   0.3959962  0.13337971
## 47   47 2014-11-19                 Beyond the Lights   0.3735927  0.12734784
## 48   48 2014-11-26                 Horrible Bosses 2   0.2300205  0.10923004
## 49   49 2014-12-03                 Horrible Bosses 2   0.1332082  0.10923004
## 50   50 2014-12-10                 Horrible Bosses 2   0.1256822  0.10923004
## 51   51 2014-01-01                   The Maze Runner   0.0000000  0.00000000
## 52   52 2014-01-01                   The Maze Runner   0.0000000  0.00000000
##          genre rating
## 1       Comedy   PG13
## 2  BlackComedy      R
## 3    Adventure   PG13
## 4       Action   PG13
## 5       Action   PG13
## 6       Action   PG13
## 7        Drama   PG13
## 8        Drama   PG13
## 9        Drama   PG13
## 10       Drama   PG13
## 11      Action      R
## 12      Action   PG13
## 13      Action   PG13
## 14       Drama   PG13
## 15       Drama   PG13
## 16      Horror      R
## 17      Horror      R
## 18      Action   PG13
## 19      Action   PG13
## 20      Comedy      R
## 21      Comedy      R
## 22      Action   PG13
## 23      Action   PG13
## 24      Action   PG13
## 25      Action   PG13
## 26       Drama      R
## 27       Drama      R
## 28      Horror      R
## 29      Horror      R
## 30      Comedy      R
## 31      Comedy      R
## 32      Action   PG13
## 33   Adventure   PG13
## 34   Adventure   PG13
## 35       Drama   PG13
## 36    Thriller      R
## 37    Thriller      R
## 38       Drama     PG
## 39      Comedy      R
## 40      Comedy      R
## 41      Horror      R
## 42      Horror      R
## 43       Drama      R
## 44       Drama      R
## 45      Action      R
## 46    Thriller      R
## 47       Drama   PG13
## 48      Comedy      R
## 49      Comedy      R
## 50      Comedy      R
## 51    Thriller   PG13
## 52    Thriller   PG13

Optimal Number of Clusters

Determine the optimal number of clusters using the elbow method.

##                                                    [,1] [,2]
## "found footage"                             0.005162351    0
## 007                                         0.005204745    0
## 007 (series)                                0.004358812    0
## 1930s                                       0.011563056    0
## 1950s                                       0.006612897    0
## 1960s                                       0.005846783    0
## 1970s                                       0.004799137    0
## 1980s                                       0.006635069    0
## 19th century                                0.009954549    0
## 3d                                          0.027028075    0
## 3d version                                  0.004336286    0
## 80s nostalgia                               0.003135920    0
## 9/11                                        0.009572560    0
## abigail breslin                             0.008969888    0
## absurd                                      0.013627662    0
## acting                                      0.027432473    0
## action                                      0.209605832    0
## action packed                               0.013034756    0
## action spoof                                0.008338196    0
## adam sandler                                0.032974185    0
## adapted from:book                           0.031991648    0
## adapted from:comic                          0.012512523    0
## adolf hitler                                0.003861278    0
## adultery                                    0.007861982    0
## adventure                                   0.113813853    0
## afghanistan                                 0.003616564    0
## africa                                      0.019706229    0
## aging                                       0.005559041    0
## alan rickman                                0.010355881    0
## alcoholism                                  0.006577699    0
## alien invasion                              0.014399962    0
## aliens                                      0.075623786    0
## alone in the world                          0.014339270    0
## alternate history                           0.011437390    0
## alternate reality                           0.062172662    0
## alternate universe                          0.003273794    0
## amanda seyfried                             0.010742178    0
## amazing photography                         0.003273794    0
## amnesia                                     0.006528220    0
## amy adams                                   0.014059671    0
## andrew garfield                             0.006982642    0
## android(s)/cyborg(s)                        0.003901079    0
## andy samberg                                0.006790773    0
## angelina jolie                              0.017273605    0
## animals                                     0.020491865    0
## animated                                    0.041088744    0
## animation                                   0.273155874    0
## anime                                       0.013654248    0
## anna kendrick                               0.006443120    0
## anne hathaway                               0.025653760    0
## annemari                                    0.008772143    0
## anthony hopkins                             0.006527666    0
## anti-hero                                   0.034753263    0
## anton yelchin                               0.002760844    0
## apocalypse                                  0.036764337    0
## apocalyptic                                 0.014575200    0
## archaeology                                 0.002721430    0
## arnold schwarzenegger                       0.006407923    0
## artificial intelligence                     0.013220313    0
## artistic                                    0.011772299    0
## ashton kutcher                              0.007092935    0
## assassin                                    0.025592643    0
## assassination                               0.010482554    0
## asylum                                      0.004527605    0
## atheism                                     0.012144252    0
## atmospheric                                 0.108778888    0
## audience intelligence underestimated        0.016527150    0
## author:j. r. r. tolkein                     0.003745933    0
## author:neil gaiman                          0.003588554    0
## author:philip k. dick                       0.003521726    0
## bad acting                                  0.042981965    0
## bad cgi                                     0.006747512    0
## bad dialogue                                0.005308987    0
## bad direction                               0.005647766    0
## bad ending                                  0.013580321    0
## bad plot                                    0.016391025    0
## bad science                                 0.022067686    0
## bad script                                  0.008029854    0
## bank robbery                                0.010114004    0
## baseball                                    0.006917252    0
## based on a book                             0.126523684    0
## based on a comic                            0.026422898    0
## based on a play                             0.004546315    0
## based on a true story                       0.101973235    0
## based on a tv show                          0.022940209    1
## based on a video game                       0.003588554    0
## based on true story                         0.009746930    0
## batman                                      0.032459601    0
## bd-video                                    0.024669893    0
## beautiful                                   0.022916541    0
## beautiful cinematography                    0.007707597    0
## beautiful scenery                           0.015623774    0
## beautifully filmed                          0.004189036    0
## bechdel test:fail                           0.026886779    0
## bechdel test:pass                           0.029447816    0
## below r                                     0.030740336    0
## ben affleck                                 0.018076289    0
## ben kingsley                                0.009810723    0
## ben stiller                                 0.013158009    0
## betrayal                                    0.005705408    0
## better than expected                        0.008997594    0
## bgab lrc                                    0.005529929    0
## bible                                       0.013075886    0
## biblical                                    0.013075886    0
## big budget                                  0.017985028    0
## bill hader                                  0.012760040    0
## bill murray                                 0.038343567    0
## biography                                   0.007740531    0
## birds                                       0.007092935    0
## bittersweet                                 0.038277370    0
## black comedy                                0.033705258    0
## blood                                       0.016222394    0
## bob*ola                                     0.034815696    0
## books                                       0.006592892    0
## boring                                      0.051641677    0
## boston                                      0.006975983    0
## boxing                                      0.002957360    0
## brad pitt                                   0.040023628    0
## bradley cooper                              0.010834540    0
## brett northcutt                             0.003115856    0
## british                                     0.013677154    0
## british comedy                              0.022551266    0
## bromance                                    0.008310659    0
## bromantic                                   0.007390658    0
## brother-brother relationship                0.007881440    0
## bruce willis                                0.034081458    0
## brutal                                      0.010311795    0
## brutality                                   0.005728818    0
## btaege                                      0.011093258    0
## buddy movie                                 0.016677419    0
## bullying                                    0.004847591    0
## business                                    0.014391420    0
## cameron diaz                                0.010821615    0
## campy                                       0.013075886    0
## cancer                                      0.009803321    0
## cannibalism                                 0.014629038    0
## captain america                             0.004254974    0
## car chase                                   0.009446203    0
## carey mulligan                              0.003850466    0
## cars                                        0.016546828    0
## cartoon                                     0.009916215    0
## casey affleck                               0.004358321    0
## casino                                      0.008214359    0
## cast                                        0.013900078    0
## catastrophe                                 0.009083431    0
## cate blanchett                              0.011670988    0
## cerebral                                    0.008939464    0
## cgi                                         0.033417757    0
## channing tatum                              0.007090716    0
## character development                       0.004931180    0
## characters                                  0.016501023    0
## charlize theron                             0.008501714    0
## chase                                       0.004982423    0
## cheesy                                      0.014980617    0
## chemistry between actors                    0.008088183    0
## chick flick                                 0.037783647    0
## childhood                                   0.010078679    0
## childish                                    0.012807061    0
## childish plot                               0.004608869    0
## children                                    0.040267865    0
## chris evans                                 0.007086134    0
## chris hemsworth                             0.006066316    0
## chris pratt                                 0.002839395    0
## christian bale                              0.048541659    0
## christianity                                0.032342493    0
## christmas                                   0.009844048    0
## christoph waltz                             0.015212880    0
## christopher nolan                           0.030428183    0
## christopher walken                          0.009403699    0
## cia                                         0.016424724    0
## cinematography                              0.062917220    0
## city under attack                           0.003903313    0
## civil war                                   0.003511897    0
## classic                                     0.022899927    0
## claustrophobic                              0.008654042    0
## claymation                                  0.008309945    0
## clearplay                                   0.017613158    0
## clever                                      0.051233219    0
## cliche                                      0.042259755    0
## cliche characters                           0.002721430    0
## clint eastwood                              0.003861278    0
## clive owen                                  0.008929011    0
## cloning                                     0.005239389    0
## coen brothers                               0.011658591    0
## cold war                                    0.007292993    0
## colin farrell                               0.011180810    0
## colin firth                                 0.014391420    0
## college                                     0.019018920    0
## colorful                                    0.004217920    0
## comedy                                      0.261900781    0
## comic book                                  0.064181183    0
## comic book adaption                         0.005783882    0
## coming of age                               0.030537148    0
## complex characters                          0.012069175    0
## complicated                                 0.028195539    0
## complicated plot                            0.003511897    0
## computer animation                          0.050883843    0
## computers                                   0.031488214    0
## concept                                     0.005240901    0
## confusing                                   0.003962559    0
## conspiracy                                  0.023894881    0
## conspiracy theory                           0.008274971    0
## controversial                               0.006577699    0
## cooking                                     0.014560705    0
## corruption                                  0.020948233    0
## costume drama                               0.004866175    0
## cowboys                                     0.003521726    0
## creativity                                  0.004286032    0
## creepy                                      0.008648515    0
## crime                                       0.018578245    0
## crude                                       0.006443120    0
## crude humor                                 0.046851850    0
## cult film                                   0.006737234    0
## cultural references                         0.005162351    0
## cute                                        0.051053128    0
## cyborgs                                     0.003547184    0
## daft punk                                   0.003549139    0
## dance                                       0.012732674    0
## dancing                                     0.006761186    0
## daniel craig                                0.018696210    0
## daniel radcliffe                            0.006893528    0
## danny mcbride                               0.008022350    0
## dark                                        0.059077299    0
## dark comedy                                 0.084150348    0
## dark fantasy                                0.008152565    0
## dark hero                                   0.005937841    0
## dark humor                                  0.010592701    0
## david bowie                                 0.004019751    0
## david fincher                               0.020445975    0
## dc comics                                   0.003691163    0
## death                                       0.010647398    0
## death/fatality                              0.007286122    0
## deception                                   0.003681181    0
## demons                                      0.008969888    0
## denzel washington                           0.025326915    0
## depp & burton                               0.004690212    0
## depressing                                  0.023011375    0
## detective                                   0.006222420    0
## dialogue                                    0.032855520    0
## diane kruger                                0.004149020    0
## dimensionalized 2-d to 3-d                  0.005302317    0
## dinosaurs                                   0.020395732    0
## direction                                   0.005824972    0
## directorial debut                           0.006271834    0
## disability                                  0.007756434    0
## disappointing                               0.028840975    0
## disaster                                    0.015638901    0
## disease                                     0.016073707    0
## disney                                      0.105290728    0
## disney animated feature                     0.007424685    0
## disturbing                                  0.005874887    0
## divorce                                     0.007286122    0
## divx                                        0.006451660    0
## dogs                                        0.016381916    0
## don cheadle                                 0.004862368    0
## dragon                                      0.008739163    0
## dragons                                     0.026835920    0
## drama                                       0.050286963    0
## dreamlike                                   0.018697006    0
## dreams                                      0.026155834    0
## dreamworks                                  0.018704161    0
## drew barrymore                              0.013351673    0
## drinking                                    0.018298707    0
## drugs                                       0.096143386    0
## dumb science                                0.002485500    0
## dustin hoffman                              0.007365667    0
## dvd                                         0.013128432    0
## dvd-video                                   0.011032990    0
## dwayne johnson                              0.005026006    0
## dynamic cgi action                          0.003274571    0
## dystopia                                    0.082743599    0
## dystopic future                             0.012917420    0
## easily confused with other movie(s) (title) 0.006652649    0
## ecology                                     0.003193290    0
## edgar wright                                0.009592888    0
## editing                                     0.004503795    0
## edward norton                               0.013089142    0
## effects                                     0.006784050    0
## eli roth                                    0.003521726    0
## elizabeth banks                             0.011298775    0
## ellen page                                  0.012401817    0
## emily blunt                                 0.010989441    0
## emma stone                                  0.062032017    0
## emma thompson                               0.004375452    0
## emma watson                                 0.007995186    0
## emotional                                   0.038111942    0
## end of the world                            0.010086711    0
## ending                                      0.026107401    0
## ending kinda ruined it                      0.003809467    0
## ending twist                                0.006389738    0
## england                                     0.020231651    0
## enigmatic                                   0.004189036    0
## ensemble cast                               0.013892173    0
## entertaining                                0.013010159    0
## environmental                               0.009482053    0
## epic                                        0.013200621    0
## epidemic                                    0.009601580    0
## eric bana                                   0.004205898    0
## erlend's dvds                               0.012220763    0
## escape                                      0.003521726    0
## espionage                                   0.036797879    0
## eva mendes                                  0.006453939    0
## ewan mcgregor                               0.004137009    0
## exaggerated                                 0.004690212    0
## excellent cinematography                    0.006755148    0
## excellent script                            0.007392878    0
## exciting                                    0.003015989    0
## exorcism                                    0.006245239    0
## explosions                                  0.004229516    0
## fairy tale                                  0.027038130    0
## fake documentary                            0.002721430    0
## family                                      0.047234601    0
## fantasy                                     0.084166964    0
## fantasy world                               0.016021551    0
## fashion                                     0.017377164    0
## fast paced                                  0.010008325    0
## father daughter relationship                0.011491835    0
## father-son relationship                     0.052542590    0
## fbi                                         0.005878564    0
## feel good                                   0.007077032    0
## feel good movie                             0.015718417    0
## feel-good                                   0.025307340    0
## few funny scenes                            0.008263246    0
## fight scenes                                0.009266620    0
## fighting                                    0.002997054    0
## film noir                                   0.005875064    0
## flashbacks                                  0.005893858    0
## flying                                      0.007604210    0
## food                                        0.015054919    0
## football                                    0.011073927    0
## forest whitaker                             0.004879936    0
## formulaic                                   0.006443120    0
## found footage                               0.006578768    0
## fountain of youth                           0.003588554    0
## france                                      0.020702460    0
## franchise                                   0.046189969    0
## frank miller                                0.004847591    0
## friendship                                  0.082535776    0
## fun                                         0.026667015    0
## funny                                       0.308098644    3
## future                                      0.027612040    0
## futuristic                                  0.015439502    0
## gambling                                    0.004814855    0
## gangsters                                   0.010960429    0
## gary oldman                                 0.014176840    0
## gay                                         0.003807916    0
## geeks                                       0.009283561    0
## geeky                                       0.010850839    0
## genetics                                    0.015754261    0
## geoffrey rush                               0.005349239    0
## george clooney                              0.011331435    0
## george lucas                                0.003193290    0
## gerard butler                               0.012852810    0
## germany                                     0.003808976    0
## ghosts                                      0.027916302    0
## giant monster                               0.006421388    0
## giant robots                                0.008029854    0
## good acting                                 0.006693080    0
## good dialogue                               0.008969888    0
## good ending                                 0.004609576    0
## good soundtrack                             0.005195214    0
## good story                                  0.004358321    0
## good versus evil                            0.009734411    0
## gore                                        0.040997978    0
## gothic                                      0.013032423    0
## graphic design                              0.005670554    0
## gratuitous violence                         0.004540384    0
## great acting                                0.020576719    0
## great cast                                  0.007116881    0
## great cinematography                        0.006015008    0
## great ending                                0.017408577    0
## great performances                          0.009694203    0
## great photograpy                            0.004060693    0
## great soundtrack                            0.044260381    0
## great visuals                               0.002957918    0
## greed                                       0.003861278    0
## greek mythology                             0.004375452    0
## gripping                                    0.003850466    0
## gritty                                      0.008739265    0
## guillermo del toro                          0.005316659    0
## guns                                        0.006123444    0
## guy pearce                                  0.005242833    0
## guy ritchie                                 0.006917252    0
## gwyneth paltrow                             0.007911889    0
## hackers                                     0.005049712    0
## hacking                                     0.010959205    0
## halle berry                                 0.003140649    0
## halloween                                   0.005477110    0
## handycam                                    0.003915218    0
## hans zimmer                                 0.005842698    0
## happy ending                                0.035393931    0
## harrison ford                               0.005080729    0
## harry potter                                0.009883742    0
## haunted house                               0.012760040    0
## hawaii                                      0.009719545    0
## hayao miyazaki                              0.008088183    0
## heartbreaking                               0.017274387    0
## heartwarming                                0.034959877    0
## heath ledger                                0.021286803    0
## heist                                       0.024841784    0
## helen mirren                                0.005728818    0
## helena bonham carter                        0.016591158    0
## heroine in tight suit                       0.006363204    0
## high school                                 0.057610173    0
## highly quotable                             0.008969888    0
## hilarious                                   0.051924945    4
## historical                                  0.035313087    0
## historically inaccurate                     0.004864581    0
## history                                     0.016745834    0
## hitman                                      0.008228049    0
## hollywood                                   0.006010916    0
## horror                                      0.059199347    0
## hostage                                     0.004030563    0
## hotel                                       0.009917426    0
## hugh grant                                  0.009015472    0
## hugh jackman                                0.027902954    0
## hugo weaving                                0.003429778    0
## hulk                                        0.002957360    0
## human potential                             0.004218073    0
## humor                                       0.012040663    0
## humorous                                    0.026674932    0
## humour                                      0.005655826    0
## ian mckellen                                0.004849765    0
## iceland                                     0.003903313    0
## idris elba                                  0.003429219    0
## illusions                                   0.003511897    0
## imagination                                 0.012601225    0
## imaginative                                 0.003622533    0
## imax digital only                           0.010718378    0
## imax dmr                                    0.009348865    0
## imax dmr 3-d                                0.010275376    0
## imdb top 250                                0.034780305    0
## immortality                                 0.008152565    0
## in netflix queue                            0.009655186    0
## indiana jones                               0.002603465    0
## infidelity                                  0.008976021    0
## innovative                                  0.006812033    0
## insanity                                    0.013743030    0
## inspirational                               0.040485156    0
## inspiring                                   0.008751682    0
## intellectual                                0.010041122    0
## intelligent                                 0.009632778    0
## intelligent sci-fi                          0.007911889    0
## intelligent thriller                        0.006051169    0
## intense                                     0.015864344    0
## interesting                                 0.007744017    0
## interesting concept                         0.004137009    0
## internet                                    0.009746930    0
## inventor                                    0.007092935    0
## investigation                               0.004358321    0
## iran                                        0.004200831    0
## iron man                                    0.006850204    0
## island                                      0.005810945    0
## itaege                                      0.014391420    0
## italy                                       0.004200831    0
## j.j. abrams                                 0.005080729    0
## jack black                                  0.018292263    0
## jack nicholson                              0.009436865    0
## jackie chan                                 0.009415181    0
## jake gyllenhaal                             0.022133227    0
## james bond                                  0.023995360    0
## james cameron                               0.007904217    0
## james franco                                0.022088859    0
## james mcavoy                                0.008093675    0
## jamie foxx                                  0.006917252    0
## japan                                       0.013396172    2
## jar jar binks                               0.002603465    0
## jason bateman                               0.015088927    0
## jason segel                                 0.024762189    0
## jason statham                               0.017952710    0
## javier bardem                               0.003511897    0
## jay baruchel                                0.006680016    0
## jeff bridges                                0.017359659    0
## jeff goldblum                               0.005716421    0
## jennifer aniston                            0.025393881    0
## jennifer connelly                           0.005881884    0
## jennifer garner                             0.006443120    0
## jennifer lawrence                           0.007675959    0
## jeremy renner                               0.004166312    0
## jesse eisenberg                             0.025777780    0
## jessica alba                                0.006917252    0
## jessica biel                                0.007067369    0
## jet li                                      0.006747475    0
## jim carrey                                  0.011840764    0
## jodie foster                                0.005501976    0
## john c. reilly                              0.008765365    0
## john cusack                                 0.013075886    0
## john goodman                                0.007644491    0
## john malkovich                              0.010652330    0
## john travolta                               0.010567808    0
## johnny depp                                 0.046710594    0
## jonah hill                                  0.032725628    0
## jonossa                                     0.006612184    2
## joseph gordon-levitt                        0.026189242    0
## josh brolin                                 0.005003737    0
## joss whedon                                 0.010773594    0
## journalism                                  0.011130696    0
## judd apatow                                 0.011812502    0
## jude law                                    0.017103829    0
## julia roberts                               0.003679106    0
## julianne moore                              0.008338196    0
## jungle                                      0.004074082    0
## justice                                     0.008282305    0
## justin long                                 0.009601580    0
## justin timberlake                           0.011000253    0
## kaf                                         0.012143621    0
## kaiju                                       0.002485500    0
## kat dennings                                0.004456674    0
## kate beckinsale                             0.007706504    0
## kate winslet                                0.023664497    0
## katherine heigl                             0.016931871    0
## keanu reeves                                0.012859422    0
## keira knightley                             0.009568983    0
## kevin smith                                 0.008969888    0
## kevin spacey                                0.011100894    0
## kidnapping                                  0.008435409    0
## kids                                        0.006918566    0
## kirsten dunst                               0.006090451    0
## kristen bell                                0.009917426    0
## kristen stewart                             0.024615627    0
## kristen wiig                                0.013391732    0
## kung fu                                     0.015386668    0
## las vegas                                   0.024446343    0
## leonardo dicaprio                           0.085615526    0
## leslie mann                                 0.007706504    0
## less than 300 ratings                       0.017052624    0
## liam neeson                                 0.014579417    0
## london                                      0.010750222    0
## loneliness                                  0.010986311    0
## long                                        0.020950477    0
## los angeles                                 0.011194185    0
## love                                        0.021282147    0
## love story                                  0.039014825    0
## m. night shyamalan                          0.015602654    0
## mafia                                       0.008759726    0
## maggie gyllenhaal                           0.007968762    0
## magic                                       0.057576763    0
## male nudity                                 0.013842212    0
## marijuana                                   0.010864964    0
## marion cotillard                            0.004020242    0
## mark ruffalo                                0.009000293    0
## mark wahlberg                               0.026252809    0
## marriage                                    0.008111887    0
## mars                                        0.003834434    0
## martial arts                                0.021170657    0
## martin freeman                              0.003863898    0
## martin scorsese                             0.028396765    0
## marvel                                      0.046368472    0
## marvel cinematic universe                   0.010271188    0
## matt damon                                  0.035062273    0
## matthew mcconaughey                         0.007572650    0
## megan fox                                   0.005552589    0
## mel gibson                                  0.005218506    0
## memasa's movies                             0.004197055    0
## memory                                      0.009266128    0
## mental illness                              0.004143589    0
## meryl streep                                0.019699409    0
## meta                                        0.013245663    0
## mexico                                      0.003691502    0
## michael bay                                 0.004137009    0
## michael caine                               0.025349638    0
## michael cera                                0.029478147    0
## michael crichton                            0.003521726    0
## michael fassbender                          0.008732085    0
## michelle rodriguez                          0.003527284    0
## mickey rourke                               0.004738845    0
## middle east                                 0.006917252    0
## mila kunis                                  0.033953529    0
## military                                    0.019826351    0
## milla jovovich                              0.019392806    0
## mindfuck                                    0.040754557    0
## minimalistic                                0.003511897    0
## minions                                     0.007424685    0
## mockumentary                                0.015719266    0
## modern fantasy                              0.006894614    0
## molt_criticada                              0.008203851    0
## monster                                     0.009412690    0
## monsters                                    0.014496650    0
## morality                                    0.005338035    0
## morgan freeman                              0.042110310    0
## motivation                                  0.007424685    0
## motorcycle                                  0.004093982    0
## movie business                              0.005711685    0
## movie to see                                0.051071078    2
## multiple interpretations                    0.006421388    0
## multiple roles                              0.004218073    0
## multiple storylines                         0.020270803    0
## murder                                      0.036571583    0
## music                                       0.042373621    0
## musical                                     0.041043138    0
## mystery                                     0.032290316    0
## mythology                                   0.006963851    0
## narrated                                    0.007208287    0
## natalie portman                             0.013176021    0
## nature                                      0.004955092    0
## nazis                                       0.015463865    0
## neil gaiman                                 0.006106629    0
## nerds                                       0.014562483    0
## netflix                                     0.010111809    0
## netflix finland                             0.005062691    0
## new york                                    0.017377164    0
## new york city                               0.044054877    0
## nick frost                                  0.017497730    0
## nicolas cage                                0.041502027    0
## nicole kidman                               0.004847591    0
## no plot                                     0.006043540    0
## no_fa_ganes                                 0.005882548    0
## nonlinear                                   0.013936125    0
## noomi rapace                                0.002707087    0
## nostalgic                                   0.011405676    0
## not as good as the first                    0.007598483    0
## not funny                                   0.029874448    0
## not true to the book                        0.006265095    0
## nudity                                      0.004931180    0
## nudity (full frontal - notable)             0.009621457    0
## nudity (full frontal)                       0.016934053    0
## nudity (rear)                               0.013064423    0
## nudity (topless - brief)                    0.015918500    0
## nudity (topless - notable)                  0.012407745    0
## nudity (topless)                            0.099684680    0
## obsession                                   0.007913302    0
## ocean                                       0.014047152    0
## olivia wilde                                0.003968214    0
## open ending                                 0.003273794    0
## organized crime                             0.020756225    0
## original                                    0.025623893    0
## original plot                               0.018762400    0
## orlando bloom                               0.006578768    0
## orphans                                     0.008419933    0
## oscar (best effects - visual effects)       0.006068370    0
## oscar (best picture)                        0.016713665    0
## oscar (best supporting actor)               0.004700331    0
## oscar nom 2007                              0.007309963    0
## over the top                                0.007681725    0
## overrated                                   0.022035280    0
## owen wilson                                 0.011737426    0
## own it                                      0.005712772    0
## owned                                       0.009955264    0
## parallel universe                           0.011117808    0
## paranoia                                    0.004200831    0
## paranormal                                  0.010689807    0
## paris                                       0.022830456    0
## parody                                      0.057926019    0
## patrick stewart                             0.005102128    0
## paul giamatti                               0.007574732    0
## paul rudd                                   0.030131571    0
## period piece                                0.005203887    0
## perrot library                              0.015620224    0
## peter jackson                               0.008426514    0
## pg-13                                       0.011016533    0
## pg13                                        0.004266727    0
## philip k. dick                              0.014047856    0
## philip seymour hoffman                      0.008105686    0
## philosophical                               0.007523046    0
## philosophy                                  0.015716083    0
## photography                                 0.004723314    0
## pierce brosnan                              0.006761186    0
## pirates                                     0.018342832    0
## pixar                                       0.217090242    0
## pixar animation                             0.010078679    0
## plot                                        0.020761167    0
## plot holes                                  0.028252411    0
## plot twist                                  0.036801918    0
## pointless                                   0.012466918    0
## poker                                       0.004696890    0
## police                                      0.046868044    0
## police corruption                           0.011129713    0
## political commentary                        0.003162639    0
## politics                                    0.022310244    0
## poor acting                                 0.007074812    0
## poor plot                                   0.003755884    0
## pop culture references                      0.006758966    0
## positive thinking                           0.003770727    0
## post apocalyptic                            0.019097304    0
## post-apocalyptic                            0.159407510    0
## potential oscar nom                         0.005330801    0
## poverty                                     0.005647765    0
## predictable                                 0.157306726    0
## predictable ending                          0.012402116    0
## pregnancy                                   0.009139173    0
## prequel                                     0.003783114    0
## pretentious                                 0.005100212    0
## prison                                      0.004029089    0
## product placement                           0.007277561    0
## propaganda                                  0.005912936    0
## prostitution                                0.004540384    0
## psychic powers                              0.004358321    0
## psychological                               0.033983164    0
## psychological thriller                      0.004866175    0
## psychology                                  0.023487505    0
## psychopathy                                 0.006389738    0
## quentin tarantino                           0.040872510    0
## quirky                                      0.040080906    0
## quotable                                    0.011180810    0
## r                                           0.041463398    0
## rachel mcadams                              0.008784791    0
## rachel weisz                                0.005455650    0
## racing                                      0.010078679    0
## racism                                      0.013745293    0
## ralph fiennes                               0.004545229    0
## rape                                        0.015028491    0
## rats                                        0.007926210    0
## realistic                                   0.012432530    0
## realistic action                            0.003511897    0
## rebellion                                   0.005477110    0
## reboot                                      0.002957360    0
## redbox                                      0.029973422    0
## redemption                                  0.010715591    0
## reese witherspoon                           0.008088183    0
## relationships                               0.017813576    0
## religion                                    0.035014676    0
## religious overtones                         0.005672229    0
## remake                                      0.052145892    0
## revenge                                     0.056467355    0
## reviewed                                    0.006175424    0
## revolution                                  0.006985737    0
## ricky gervais                               0.014654030    0
## ridiculous                                  0.010478433    0
## ridley scott                                0.009738734    0
## road trip                                   0.028090425    0
## robert de niro                              0.010976779    0
## robert downey jr                            0.002926709    0
## robert downey jr.                           0.055886516    0
## robert pattinson                            0.010087203    0
## robert rodriguez                            0.006068370    0
## robin williams                              0.013221803    0
## robotics                                    0.005928194    0
## robots                                      0.035161799    0
## rock and roll                               0.006917252    0
## romance                                     0.143474242    0
## romantic                                    0.017878689    0
## romantic comedy                             0.028988389    0
## ron perlman                                 0.004680858    0
## rosamund pike                               0.004866175    0
## rosario dawson                              0.006928251    0
## rose byrne                                  0.005967442    0
## rowan atkinson                              0.006761186    0
## royalty                                     0.010742178    0
## russell brand                               0.006758966    0
## russell crowe                               0.018070391    0
## ryan gosling                                0.018578245    0
## ryan reynolds                               0.019699484    0
## sacha baron cohen                           0.016521504    0
## sad                                         0.013323837    0
## sam raimi                                   0.008338196    0
## sam rockwell                                0.007181323    0
## samuel l. jackson                           0.021542577    0
## san francisco                               0.006761186    0
## sandra bullock                              0.025007398    0
## sarah jessica parker                        0.010742178    0
## satire                                      0.053945284    0
## scarlett johansson                          0.031476353    0
## scary                                       0.013305546    0
## scenic                                      0.006995754    0
## sci fi                                      0.005788519    0
## sci-fi                                      0.193137785    0
## science                                     0.004946090    0
## science fiction                             0.025274116    0
## scifi                                       0.009091538    0
## scotland                                    0.010647917    0
## script                                      0.011132660    0
## secret service                              0.006238147    0
## seen at the cinema                          0.008147970    2
## seen more than once                         0.011094388    0
## segregation                                 0.004315570    0
## self discovery                              0.005312611    0
## sentimental                                 0.009685564    0
## sequel                                      0.027406807    0
## serial killer                               0.035506727    0
## seth rogen                                  0.056346789    0
## sex                                         0.010078679    0
## sexuality                                   0.012173796    0
## sexualized violence                         0.003431174    0
## shaky camera                                0.009726362    0
## shallow                                     0.005173910    0
## shallow characters                          0.003009171    0
## sherlock holmes                             0.008105686    0
## shia labeouf                                0.005958295    0
## short-term memory loss                      0.009725347    0
## sigourney weaver                            0.008954615    0
## silly                                       0.039384998    0
## simon pegg                                  0.043311858    0
## singing                                     0.010236059    0
## slapstick                                   0.007390658    0
## slasher                                     0.007120259    0
## slavery                                     0.006747475    0
## slow                                        0.019217151    0
## slow motion                                 0.004007348    0
## slow paced                                  0.007628227    0
## slow start                                  0.008969888    0
## small town                                  0.020340344    0
## smart                                       0.007837806    0
## smuggling                                   0.003511897    0
## sniper                                      0.005389265    0
## so bad it's good                            0.006360752    0
## social commentary                           0.049270799    0
## sociopath                                   0.003850466    0
## soundtrack                                  0.035570427    0
## south africa                                0.005342672    0
## south america                               0.006761186    0
## space                                       0.035633659    0
## space travel                                0.011214908    0
## spaghetti western                           0.007256804    0
## special effects                             0.027966773    0
## spider-man                                  0.002485500    0
## spies                                       0.008085044    0
## sports                                      0.032305882    0
## spy                                         0.014896737    0
## spy thriller                                0.006068370    0
## stage magic                                 0.006728308    0
## star trek                                   0.013456243    0
## star wars                                   0.006024449    0
## steampunk                                   0.013668986    0
## stephen king                                0.014970962    0
## stereoscopic 3-d                            0.027653344    0
## steve carell                                0.043397103    0
## steve martin                                0.006599213    0
## steven soderbergh                           0.006001378    0
## steven spielberg                            0.017756581    0
## stoner movie                                0.008969888    0
## stop motion                                 0.009726362    0
## story                                       0.046380380    0
## storytelling                                0.021077269    0
## stranded                                    0.005004971    0
## strippers                                   0.012444194    0
## strong female lead                          0.013963642    0
## studio ghibli                               0.011073927    0
## stupid                                      0.054166255    0
## stupid as hell                              0.003667796    0
## stupid ending                               0.009734662    0
## stupid stereotypes                          0.007244589    0
## stupidity                                   0.003521726    0
## stylish                                     0.006058601    0
## stylistic                                   0.005974840    0
## stylized                                    0.068438576    0
## stylized violence                           0.009874049    0
## suicide                                     0.006421388    0
## super hero                                  0.003665149    0
## superficial                                 0.003658483    0
## superhero                                   0.107078327    0
## superhero team                              0.002957360    0
## superheroes                                 0.006378344    0
## superman                                    0.003126644    0
## supernatural                                0.024762189    0
## supernatural powers                         0.006421388    0
## superpowers                                 0.002957360    0
## surprise ending                             0.008747821    0
## surprisingly good                           0.006443120    0
## surreal                                     0.071116354    0
## surrealism                                  0.005389265    0
## surveillance                                0.003521726    0
## survival                                    0.049290403    0
## suspense                                    0.040604931    0
## suspenseful                                 0.007817377    0
## sweet                                       0.012732674    0
## sword fight                                 0.007837806    0
## sylvester stallone                          0.010482554    0
## talking animals                             0.080307591    0
## tasteless                                   0.004200831    0
## tear jerker                                 0.006761186    0
## technology                                  0.013102348    0
## teen                                        0.018521366    0
## teen movie                                  0.020972036    0
## teenagers                                   0.003432261    0
## teleportation                               0.007328114    0
## tense                                       0.032744908    0
## terrorism                                   0.013333614    0
## the avengers                                0.005788519    0
## thought provoking                           0.006106629    0
## thought-provoking                           0.048846544    0
## thriller                                    0.055679635    0
## thrilling                                   0.003861278    0
## tim burton                                  0.024677435    0
## time                                        0.003669276    0
## time loop                                   0.012276593    0
## time travel                                 0.054950097    0
## timothy olyphant                            0.006443120    0
## tina fey                                    0.010351237    0
## to see                                      0.008567432    0
## tolkien                                     0.005949249    0
## tom cruise                                  0.023329129    0
## tom hanks                                   0.030115979    0
## tom hardy                                   0.008082587    0
## tom hiddleston                              0.004019044    0
## too long                                    0.026689707    0
## torrential downpour                         0.002879089    0
## torture                                     0.015406066    0
## touching                                    0.042773422    0
## toys                                        0.010410428    0
## trains                                      0.005351306    0
## transformation                              0.003429219    0
## travel                                      0.003431174    0
## treasure                                    0.007540036    0
## treasure hunt                               0.006068370    0
## true story                                  0.098987492    0
## tumey's dvds                                0.011348587    0
## twist                                       0.009946194    0
## twist ending                                0.118794859    0
## twisted ending                              0.005035460    0
## twists & turns                              0.016042623    0
## undercover cop                              0.008929011    0
## underdog                                    0.008628725    0
## unfunny                                     0.012444194    0
## unintentional comedy                        0.012128348    0
## unintentionally funny                       0.006115322    0
## unique                                      0.005828213    0
## unlikeable characters                       0.020332708    0
## unoriginal                                  0.006449348    0
## unpredictable                               0.014515410    0
## unrealistic                                 0.023779851    0
## unsatisfying ending                         0.003511897    0
## unusual plot structure                      0.003521726    0
## us president                                0.003469915    0
## usa                                         0.007664735    0
## vampire                                     0.016234346    0
## vampires                                    0.057610173    0
## video game adaptation                       0.008429192    0
## video games                                 0.020270803    0
## viggo mortensen                             0.007390658    0
## vigilante                                   0.012847162    0
## vikings                                     0.009415181    0
## vin diesel                                  0.005906484    0
## vince vaughn                                0.009285734    0
## violence                                    0.062952419    0
## violent                                     0.037987475    0
## virginity                                   0.008969888    0
## virtual reality                             0.005004971    0
## virus                                       0.025393881    0
## visual                                      0.003193290    0
## visual effects                              0.006578768    0
## visually appealing                          0.145452343    0
## visually stunning                           0.019926359    0
## visuals                                     0.008263978    0
## vulgar                                      0.007074812    1
## wall street                                 0.003850466    0
## war                                         0.024966439    0
## watch the credits                           0.018575972    0
## watched                                     0.018426974    0
## watched 2007                                0.003857838    0
## weak ending                                 0.009601580    0
## weak plot                                   0.010320668    0
## weak story                                  0.004697818    0
## weapons                                     0.003429219    0
## wedding                                     0.008751682    0
## weird                                       0.013730644    0
## werewolves                                  0.013707578    0
## western                                     0.015745619    0
## whimsical                                   0.011457539    0
## will ferrell                                0.042097861    0
## will smith                                  0.045947001    0
## willem dafoe                                0.004151452    0
## witty                                       0.048470982    0
## woody harrelson                             0.029815725    0
## world war ii                                0.027290406    0
## writers                                     0.003431174    0
## writing                                     0.006220473    0
## x-men                                       0.004490904    0
## zac efron                                   0.006758966    0
## zach galifianakis                           0.030131571    0
## zack snyder                                 0.006736148    0
## zombies                                     0.108777226    0
## zooey deschanel                             0.011149262    0
##                  ClustBest
## grpKmeans$cluster   1   2   3   4   5   6
##                 1   0   0  74   0   0   0
##                 2   0   0   0   0   0  33
##                 3   0   0   0  46   0   0
##                 4  87   0   0   0   0   0
##                 5   0   0   0   0  70   0
##                 6 236  96 116 226  70  72
##                 7   0  27   0   0   0   0